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Cloudflare测试AI模型防火墙发现漏洞
We tested our own WAF with frontier AI models. Here’s what we found
精选理由
Cloudflare用AI测试自家防火墙，发现六个攻击类别的检测漏洞，展示了AI安全测试新方法。
Cloudflare构建自适应WAF测试系统，基于防火墙拦截或通过的请求调整测试。该系统在六个攻击类别上运行，在授权暂存环境中发现可修复的检测漏洞。测试方法采用自适应循环，能够发现固定测试可能遗漏的变体攻击。
原文 · Cloudflare Blog
We tested our own WAF with frontier AI models. Here’s what we found
We built a WAF tester that adapted each request based on what the WAF blocked or passed. This helped us explore variations that a fixed test might miss. We ran it across six attack categories on an authorized staging environment and discovered detection gaps worth fixing. Here’s how the loop worked, what got through, and what we did about it.