The Uncontrolled Variable: Vision–Language Model Refusal Responds to Image Presence in Ways Risk Cannot Explain ∗

Haoyu Zhang Yi Feng Shi-Bo Zheng Zhuo-Xi Wang Xiao Luo Hao-Wen Xu Xiang-Chen Guan Mohammad Zandsalimy Shanu Sushmita

Semantic Scholar