Yujun Wang
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PrivacyEvalClaw: A Tool-Augmented Deliberative Agent for Auditing Privacy Leakage in LLM Jailbreak Responses
According to the abstract, Nakka, Wang, Zhou and co-authors find substantial disagreement among evaluators that judge whether a jailbreak response leaks personal information. They introduce PrivacyEvalClaw, a training-free agent that gathers evidence and reconciles conflicting signals before giving a judgment.