Advances in I2V models introduce new safety risks that existing studies have largely overlooked, particularly in the temporal dimension

However, these advances also introduce new safety risks. Existing studies mainly focus on jailbreak attacks involving single frame violations, while largely overlooking the temporal dimension unique to video generation models.

http://arxiv.org/abs/2608.26971v1