Preprint
Aug 2026
When Skills Meet Safety: Benchmarking and Characterizing the Adaptive Jailbreak Robustness of Skill-Merged LLMs
SkillSafe-Bench is introduced, a controlled benchmark that scores skill-merged models on static refusal, adaptive jailbreak robustness, and capability retention under a conservative two-judge AND rule, and the static effect of merging is base-conditional.
Yu Ma, Hongli Shi, Jing Li et al.
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