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TamperBench: Systematically Stress-Testing LLM Safety Under Fine-Tuning and Tampering

Announce Type: replace Abstract: As increasingly capable open-weight large language models (LLMs) are deployed, improving their tamper resistance against unsafe modifications, whether accidental or intentional, becomes critical to minimize risks. However, there is no standard approach to evaluate tamper resistance.

arXiv CS 6d ago