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Black-box Vulnerability Detection on ProductWeb

9Vulnerabilities FoundP3: Methodology-Guided
2.764.3867.62May 22, 2026

Evaluation results

MethodLinks
P3: Methodology-GuidedParadigm=P3, Tooling=Ext. Tools2026.059
P4: ARG (Det.-Hybrid)Paradigm=P4, Tooling=Native2026.057
P2: Tool-AugmentedParadigm=P2, Tooling=Ext. Tools2026.055
P1: Direct PromptingParadigm=P1, Tooling=Native2026.053