Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment

Jonghyun Park, Minhyuk Seo, Chaewon Yeo +1

Even modern AI models often remain vulnerable to multimodal queries in which harmful intent is embedded in images. A widely used approach for safety alignment is training with exte…