Preprint
Sep 2026
The Price of Consistency: Exploiting Visual Anchors for Multimodal Jailbreaking in Video Generation
The visual anchoring effect is revealed: by enforcing consistency, the mechanism prevents the generated content from drifting away from the original harmful intent, thereby eliminating the model's natural safety escape route from harmful to benign content.
Peng Li, Qian-Qian Xu, Yangbangyan Jiang et al.
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