xmshang / phishing-plugin

Phishing Websites Detection

Essay

https://github.com/xmshang/phishing-plugin/blob/main/870%20project%20final%20report%20-%20Phishing%20Group.pdf

Description

This plugin applied Random Forest algorithm in the backend and realized phishing websites detection.

Backend Requirements:

  Python3.7
  sklearn==0.19.2
  numpy==1.15.0

The backend applied python to use the Random Forest algorithm to train the model with the UCI dataset.

FrontEnd:

The frontend requested the trained model to classify the current website URL features and show phishing or safe of this website.

System Design

System Structure

Results