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Cloudflare Uses an AI Harness to Probe and Harden Its WAF

Cloudflare placed frontier AI models inside a controlled testing harness to probe its Web Application Firewall (WAF), using blocked attacks as starting points for models to generate and refine new variations. By Matt Foster

By Matt FosterInfoQ - AI/ML/Data
Cloudflare Uses an AI Harness to Probe and Harden Its WAF

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Originally published by InfoQ - AI/ML/Data on Oct 7, 2026.

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