Cloudflare Launches AI‑Powered App Security, Slashing Tokens and Boosting Defense

Cloudflare has moved its AI Security for Apps offering out of beta into general availability. The service uses generative AI models to inspect every request and response flowing through Cloudflare‑protected applications, extracting security‑relevant signals while dramatically reducing the number of AI tokens required for analysis. By compressing the data fed to the model, Cloudflare delivers near‑real‑time, actionable insights without the cost overhead traditionally associated with large‑language‑model deployments.

For defenders, the new service means faster detection of anomalies, credential stuffing, and API abuse, all integrated directly into Cloudflare’s edge platform. Lower token consumption translates into predictable, lower operational expenses, and the AI‑driven findings can be auto‑enforced through existing WAF rules or SIEM pipelines, enabling teams to scale threat hunting and response without adding extra infrastructure.

Categories: AI Security & Threats, Cloud & SaaS Security

Source: Read original article