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WEBtool

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Phishpedia Web Tool

This is a web tool for Phishpedia which provides a user-friendly interface with brand and domain management capabilities, as well as visualization features for phishing detection.

Installation Requirements

Before using, make sure all necessary dependencies are installed:

~Phishpedia$ cd WEBtool
~Phishpedia/WEBtool$ pip install -r requirements.txt

How to Run

Run the following command in the web tool directory:

~Phishpedia/WEBtool$ export PYTHONPATH=..
~Phishpedia/WEBtool$ python phishpedia_gui.py

you should see an URL after the server is started (http://127.0.0.1:500x). Visit it in your browser.

User Guide

1. Main Page (For phishing detection)

image-20241228141453032

  1. URL Detection
    • Enter the URL to be tested in the "Enter URL" input box
    • Click the "Upload Image" button to select the corresponding website screenshot
    • Click the "Start Detection!" button to start detection
    • Detection results will be displayed below, including text results and visual presentation
  2. Result Display
    • The original image with logo extracted will be displayed in the "Logo Extraction" box
    • Detection results will be displayed in the "Detection Result" box, together with a synthetic explanation
    • You can clearly see the detected brand identifiers and related information

2. Sidebar (For database management)

Click the sidebar button "☰" at top right corner, this will trigger a sidebar showing database at backend.

image-20241228141419609

  1. Brand Management
    • Click "Add Brand" to add a new brand
    • Enter brand name and corresponding domains in the form
    • Click one brand to select, and click "Delete Brand" to remove the selected brand
    • Double-click one brand to see the logo under this brand
  2. Logo Management
    • Click one brand to select, and click "Add Logo" to add brand logos
    • Click one logo to select, and click "Delete Logo" to remove selected logo
  3. Data Update
    • After making changes, click the "Reload Model" button
    • The system will reload the updated dataset

Main Features

  1. Phishing Detection

    • URL input and detection
    • Screenshot upload and analysis
    • Detection result visualization

  2. Brand Management

    • Add/Delete brands
    • Add/Delete brand logos
    • Domain management
    • Model reloading

Directory Structure

WEBtool/
├── static/             # Static resources like css,icon
├── templates/          # Web page 
├── phishpedia_web.py   # A flask server
├── utils_web.py        # Help functions for server
├── readme.md           # Documentation
└── requirements.txt    # Dependency list