Author

Zhen Guo

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Preprint Sep 2026

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

Internal representations thus support cross-mechanism attack-exposure auditing against calibrated benign references, but decouple from downstream task compromise and parameter integrity, according to downstream task compromise and parameter integrity.

Zhen Guo, Shang-Hao Shi, Shamim Yazdani et al. · 0 citations