Author

Wei-Jun Xu

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Preprint Aug 2026

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.

Qiang Lu, Zehui Guo, D. Gan et al. · 0 citations