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TIER: Threat Implicitness Benchmark for Evaluating LLM Safety Behaviors

Trinh-Thi, Thu-Hien et al.
arXiv (All) · Papers
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artificial-intelligencecryptography-and-security
Current LLM safety benchmarks largely rely on binary metrics, overlooking how models respond to harmful prompts with varying threat implicitness. We introduce TIER, a Threat Implicitness Benchmark for behavioral safety evaluation of LLMs. TIER covers four risk domains and four threat levels, from ex
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