Phishing Site Detector Plugin

This lite chrome plugin aims to detect phishing websites and warn the user. It is built with a objective of privacy, so that the user browsing data need not collected for classification. The classification is done on the client side with one-time download of classifier model.

Dataset: UCI Repository

Requirements

Python3.7
sklearn==0.19.2
numpy==1.15.0
liac-arff==2.2.2

Documentation

• Prepare the dataset
• Train and Export the model
• Install plugin

Links to few phishing sites: PDF, PhishTank