AIBullisharXiv – CS AI · Mar 36/109
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AWE: Adaptive Agents for Dynamic Web Penetration Testing
Researchers introduced AWE, a memory-augmented multi-agent framework for autonomous web penetration testing that outperforms existing tools on injection vulnerabilities. AWE achieved 87% XSS success and 66.7% blind SQL injection success on benchmark tests, demonstrating superior accuracy and efficiency compared to general-purpose AI penetration testing tools.