A machine learning powered Chrome Extension that checks every URL you visit against a trained XGBoost model — instantly, in the background.
// How it works
01
You visit a URL
The extension intercepts the request silently in the background — no clicks needed.
02
URL is sent to the API
A GET request hits the Flask REST API running on AWS EC2 over HTTPS.
03
XGBoost classifies it
The model analyses URL features — length, special chars, domain age — and returns a score with confidence.
04
You get alerted
If phishing is detected, the extension immediately warns you before the page loads.
// Stats
// Community
Help protect others. Submit a report with the URL and a screenshot — our team reviews every submission and adds confirmed threats to the blocklist.
🚩 Report a Phishing Site// Community Report
Found a suspicious website? Submit it here with a screenshot. Our team reviews every report and confirmed threats get added to the blocklist.
Enter your admin password to access the dashboard.
// Admin Dashboard