NTMA-Anomaly V0.2.1

Release V0.2.1 🚀 🚀 🚀 🚀

1. Just in the update to latest version of project in main branch and notice something 📓

2. Give some mini update inside bot, docker-swarm visuallizer, ... 🪐

P/S: This is finally target project of us @me and @MarkPage2k1 but it need more to improve. So wait for it and give supprise about what new on the future. Thanks @MarkPage2k1 for helping this project become truely and drop a new suggestion solution about Problem inside Orchestraion, Visuallizer and Security. Maybe I hope can contribute morething for community. @MarkPage2k1 I have to say grateful for your support and maybe i hope the project will have more and more contributer for going with project and supporting this project which will become the best version. Thankful for all !!!!

From @Xeus-Territory. Peace !!!! ✌🏼 ✌🏼 ✌🏼 ✌🏼

NTMA-Anomaly V0.2.0

In this version V0.2.0, we bring back for you with some brand new optionals for AutoScaling Infrastructure and Auto Detection Anomalies

Feature 🛩️ 🛩️ 🛩️

Infrastructure 🏨 🏨 🏨

• Improve the configuration when build a system with Swarm
• Do a scripting for bringup whole thing in one command

Security 🔒 🔒 🔒

• Create a firewall for protection DDoS (Shoutout for C0nw0nk for awesome project) which help me prevention Slowrish and Flood DDoS attack, secure agent can access into the website
• Intergration whole thing above Firewall Antiddos with Nginx compile Lua module with modsecurity on releaseV0.1.0.

Message and storage ✉️ ✉️ ✉️

• Build a comsumer for doing a job by on schedule to working with Kafka
• Storage and upgrade parameter for saving progress with Redis
• Applied the comsumer for env to intercepting it with AI Module for streaming model with streaming data

Bot 🎰 🎰 🎰

Upgrade the some random task for bot to generate and create a little bit log by schedule, may be with random it will occur the payload for flood the webapp + webserver

AI 🧊 🧊 🧊 🧊

Release with 2 new model:

• LSTM for prediction the future metrics of system like CPU, Ram, Network traffic, Request time, ...
• KMeans for automation detection anomalies on log and network traffic
• Proving why we use twice model above on data analysis and preprocess data of system log and traffic;

Customize: 🍮 🍰 🥮

• Upgrade the new feature for bot manager to managing the configuration of product from telegram bot or modify the active firewall when meet alert or autoscaling API for interaction with AI module
• Modify of feature of bot manager for upgrade with right format configuration Nginx
• Build dockerfile script to build image of major job is Nginx (All in one, intergration to much thing inside like firewall, luascript module), application and agent-script

Enjoy with new version if have problem drop issue for upgrading misunderstood. Thanks and shoutout @MarkPage2k1 for contributor with @Xeus-Territory. Happy provisioning and hacking everyone 👍🏻 💯 🥇

NTMA-Anomaly V0.1.0

Feature 🛩️ 🛩️ 🛩️

Infrastructure 🏨 🏨 🏨

• Setup docker-swarm for orchestration whole system
• Setup exporter for collecting the metric from VM (Node-exporter) - Container (Cadvisor) - Log (NGINX-log-exporter)
• Setup monitoring components for observiblity and monitor system and export data from metric got by above exporter

Security 🔒 🔒 🔒

• Intergration mod-security into container NGINX for doing the prevention web attack by OWASP Rules
• Prevention the high traffic by upgrading the theory for scaling and change algorithm on route traffic process by using Service-Discovery

Message and storage ✉️ ✉️ ✉️

• Custom kafka and kafka stream for capture event from prometheus
• Storage message of event use topic in Redis

Bot 🎰 🎰 🎰

• Buiding the bot request API for template web using json request
• Building the DDoS bot using whole GET and POST method to attack web (using ab for running with multithread)

Customize: 🍮 🍰 🥮

• Upgrade and detect new worker node by using node-manager bot for managing and update the system for Prometheus can know new node join in cluster
• Service discovery ip of application sent by node-worker ☕

Enjoy with new version if have problem drop issue for upgrading misunderstood. Thanks and shoutout @MarkPage2k1 for contributor with @Xeus-Territory. Happy provisioning and hacking everyone 👍🏻 💯 🥇