Malicious URL Detection

Malicious URL Detection protects you from malicious and phishing websites by analyzing every URL you visit — entirely on your device, with no data ever leaving your browser. Powered by a machine learning model trained on millions of URLs, it extracts structural patterns from each address and predicts how likely it is to be harmful — before the page loads. If a URL looks suspicious, you'll see a clear warning with a risk score, giving you the choice to go back to safety or continue at your own risk. Key features: * Real-time URL analysis using a local ML model — no external servers, no tracking * Clear warning page with risk score for suspicious and dangerous URLs * One-click site whitelisting for trusted domains * Minimal and non-intrusive — only activates when something looks wrong * Customizable warning and danger thresholds Your browsing history and visited URLs are never collected, stored remotely, or shared with anyone. Everything runs locally on your machine.