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ai agents 1benchmarking 1evaluation protocol 1penetration testing 1vulnerability discovery 1

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1 paper

cs.AI2026

From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

Pedro Conde, Henrique Branquinho, Valerio Mazzone +3

The paper introduces a practical evaluation protocol for AI-driven penetration testing agents that emphasizes validated vulnerability discovery in complex, realistic targets, and p…