@article{towardsgeneralizedproactivedefenseagains, title = {Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark}, author = {Ruiyang Xia and Dawei Zhou and Decheng Liu and Lin Yuan and Jie Li and Nannan Wang and Xinbo Gao}, year = {2025}, eprint = {2505.19081}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.19081v2}, }