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WAPP: Safe Learning of Positive Security WAF Policies from Live Traffic

Osama, Heba et al.
arXiv (All) · Papers
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artificial-intelligencecryptography-and-securitynetworking-and-internet-architecture
Web Application Firewalls (WAFs) mainly rely on signatures to detect known attacks, which can leave gaps against modified or previously unseen payloads. Positive security provides a complementary approach by learning legitimate traffic and blocking inputs that fall outside the learned profile. Howev
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