ICCV · 2025 · Conference paper · Top venue

Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection

Xi Zhang, Peiyin Zhu, Chengwei Zhang, Zhiyuan Yan, Jikang Cheng, Mingrui Lao, Siqi Cai, Yanming Guo

National University of Defense Technology · National University of Singapore · University of Chinese Academy of Sciences · Peking University · Harbin Institute of Technology · Wuhan University

Publisher page ↗

Published in: 2025 IEEE/CVF International Conference on Computer Vision (ICCV)
Date: 2025-10-19
Citations: 8

Cite

@inproceedings{zhang2025generalizationpreserved,
  title = {Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection},
  author = {Xi Zhang and Peiyin Zhu and Chengwei Zhang and Zhiyuan Yan and Jikang Cheng and Mingrui Lao and Siqi Cai and Yanming Guo},
  year = {2025},
  booktitle = {2025 IEEE/CVF International Conference on Computer Vision (ICCV)},
  doi = {10.1109/ICCV51701.2025.00362},
  url = {https://doi.org/10.1109/ICCV51701.2025.00362},
}