Community-Based Phishing Detection Ch Ram Charan Reddy מאת

Community-Based Phishing Detection automatically analyzes every website you visit and warns you if it's a phishing threat — before you enter any credentials.

How it works:
- Every URL you visit is checked against a trained XGBoost ML model hosted on our secure server
- URLs are also checked against Google Safe Browsing
- Community-reported and admin-confirmed threats are instantly blocked for all users
- A clear warning overlay appears if a phishing site is detected

Features:
- Real-time phishing detection with safety score (1-10)
- Community reporting — click "Report as Phishing" to flag suspicious sites
- Admin-reviewed blocklist — only confirmed threats are added
- No account needed — works automatically in the background
- No personal data collected — only the current URL is analyzed

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