Expected Harm: Rethinking Safety Evaluation of (Mis)Aligned LLMs

Yen-Shan Chen, Zhi Rui Tam, Cheng-Kuang Wu +1

Current evaluations of LLM safety predominantly rely on severity-based taxonomies to assess the harmfulness of malicious queries. We argue that this formulation requires re-examina…