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Stronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluation

Jianchang Su et al.
arXiv CS · Papers
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cryptographycybersecurityprivacysecurity
LLM-agent evaluation reports behavioral scores but leaves the identity of the deployed runtime stack unreported. A tampered deployment that preserves evaluated outputs passes every output-only evaluator. We introduce DIB-Bench, a benchmark that measures this deployment-integrity blindness across 7,5
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