Cloudflare AI Security for Apps Now GA, Slashes Tokens While Blocking Bad Traffic

Cloudflare has moved its AI‑driven Security for Apps service into general availability. The platform uses large‑language‑model inference at the edge to profile HTTP requests, automatically flagging and blocking malicious traffic such as bots, credential stuffing, and API abuse. A key improvement is a 90% reduction in token consumption, meaning the AI engine can inspect more requests for the same cost and stay within rate limits.

For defenders, the GA release means immediate access to a low‑latency, cost‑effective line of defense that integrates with Cloudflare’s global network. Reduced token usage translates to lower operational expenses and the ability to scale protections across high‑traffic applications without sacrificing detection fidelity. Teams should enable the service, tune its confidence thresholds, and monitor the new telemetry to complement existing WAF rules and enhance overall threat visibility.

Categories: AI Security & Threats, Cloud & SaaS Security, SOC & Automation, #AI Security & Threats

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