Erase the Mark, Preserve the Motion: Temporally Consistent Removal of Video Watermarks
Recent advances in video generation have increased the demand for reliable watermarking for copyright protection, yet the robustness of video watermarks against removal attacks remains underexplored. Most watermark-removal methods originate from the image domain: signal optimization injects imperceptible pixel-domain perturbations, whereas generative resynthesis produces a visually similar instance through diffusion synthesis. When extended to videos, the former introduces temporally varying noise that causes visible flickering, while the latter regenerates fine-grained structures inconsistently across frames, leading to structural motion inconsistency. To evaluate video watermark robustn...
| Authors | Yifan Liao, Zhen Sun, Zhicong Huang et al. |
|---|---|
| Primary category | cs.CR |
| Published | 15 October 2026 |
| Last updated at source | 15 October 2026 |
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