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#artificial intelligence Preprint Sep 2026

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

This paper presents the Whitelisting Autonomous Policy Producer (WAPP), a framework that combines trust filtering, deterministic rule synthesis, confidence scoring, and validation before enforcement that blocks confirmed CRS bypasses on constrained fields, while free text inputs remain a precision challenge that requir...

H. Osama, Zeyad Ahmed, M. Amgad et al. · 0 citations

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