Yupeng Qiu

SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense

This work experimentally and systematically analyzes the differences between clean and jailbreak samples in the cross-attention feature space, revealing for the first time a cumulative separation effect and a progressively increasing trend of linear separability between the two during the diffusion process.