ORFuzz: Fuzzing the "Other Side" of LLM Safety -- Testing Over-Refusal

Haonan Zhang, Dongxia Wang, Yi Liu +5

Large Language Models (LLMs) increasingly exhibit over-refusal - erroneously rejecting benign queries due to overly conservative safety measures - a critical functional flaw that u…