TempJail: Temporal Jailbreak Attacks against Image-to-Video Generation Models
This paper proposes TempJail, a novel temporal jailbreak framework for I2V systems, and investigates three attack scenarios and uncover a temporal vulnerability in I2V systems: unsafe semantics may emerge not from a single frame, but from semantic composition over time.