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MechAudit-40: White-Box Auditing across 40 LLM Attack Mechanisms

Guo, Zhen et al.
arXiv (All) · Papers
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cryptography-and-security
While LLM attacks span prompt optimization, multi-turn context manipulation, retrieval poisoning, and model backdoors, white-box defenses are typically evaluated on isolated attack families. Consequently, whether heterogeneous attacks leave internal representation shifts that generalize to unseen th
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