PhaseBreak: Proactive Temporal Protection against Unauthorized Image-to-Video Animation.

arXiv:2610.33070v1 Announce Type: cross Abstract: Image-to-Video (I2V) diffusion models can animate a single portrait or photograph, enabling shared images to be repurposed for motion synthesis without the subject's authorization. We study proactive visual pro