Malicious Website Detector Add-on

This browser add-on scans URLs for signs of malicious activity using machine learning, flagging suspicious sites before you visit them.

It works entirely from URL analysis, so it never accesses your browsing content or personal data.

The tool runs automatically in the background with minimal setup required.

Keep in mind that detection relies on URL features alone, which means some threats may slip through, and occasional false positives can occur.

The accuracy depends on the quality of the underlying machine learning model.