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Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents arXiv:2607.15263v1 Announce Type: new Abstract: Security-agent evaluations commonly measure peak offensive capability under generous inference budgets, emphasizing vulnerability discovery, expl
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