Attention Sees, MLP Refuses: Tracing the Attention-to-MLP Safety Pathway in LLMs

Zixuan Weng, Haoqi He, Weifei Jin +2

Safety-aligned large language models (LLMs) remain vulnerable to jailbreaks and can over-refuse benign requests. Understanding these failures requires distinguishing harmfulness re…