Per-Customer Bot Defenses: Behavioral Anomaly Detection
🚨 Cloudflare is introducing per-customer machine learning models that build dynamic baselines of legitimate traffic and detect behavioral anomalies to stop sophisticated, AI-driven scraping. The system ingests zone-level data to identify patterns like sequential page traversal or automated API access and then emits actionable outputs such as new Bot Detection IDs and adjustments to the Bot Score. Early beta results show hundreds of millions of flagged requests, and the capability will be available through Super Bot Fight Mode and Enterprise Bot Management.
