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cs.AI2026

Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications

Xiaoyue Lu, Xianglin Yang, Haijun Liu +4

The widespread integration of Large Language Models (LLMs) necessitates rigorous and systematic safety evaluation. Existing paradigms either rely on constructed benchmarks to asses…