Vid-Freeze: Protecting Images from Malicious Image-to-Video Generation via Temporal Freezing
arXiv:2509.23279v2 Announce Type: replace
Abstract: The rapid progress of image-to-video (I2V) generation models has introduced significant risks by enabling deceptive or malicious video synthesis from a single image. Prior defenses such as I2VGuard a…