CLOUDFLARE has introduced Adaptive Intelligence, a new bot detection engine designed to counter sophisticated and continuously evolving bot attacks. Unlike traditional methods that rely on static rules, Adaptive Intelligence makes it costly and slow for attackers to circumvent defenses by employing a system that analyzes a vast range of traffic signals and continuously trains on live data. This non-deterministic approach ensures that attackers receive minimal feedback, disrupting their ability to adapt.
Key features include disposable rule generation and learning from actual traffic patterns, aimed at reversing the economic advantage that attackers typically hold. The system operates in a continuous loop of observation, training, deployment, and validation, ensuring up-to-date defenses against emerging threats.