How does Cloudflare use machine learning to improve DDoS protection?

Cloudflare leverages machine learning (ML) to continuously analyze traffic patterns and identify anomalous behavior indicative of DDoS attacks. ML algorithms can detect new and sophisticated attack vectors that traditional rule-based systems might miss. This adaptive approach ensures that Cloudflare's protection remains effective even as attackers evolve their tactics.