arXiv · 2025 · Preprint

When Generative Replay Meets Evolving Deepfakes: Dual Confusion-Aware Regularization for Incremental Face Forgery Detection

Hao Shen, Ji-Kang Cheng, Ren-Ye Yan, Zhongyuan Wang, Wei Peng, Baojin Huang

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Date
2025-11-23
Citations
0
arXiv
2511.18436
Cite
@misc{shen2025when,
  title = {When Generative Replay Meets Evolving Deepfakes: Dual Confusion-Aware Regularization for Incremental Face Forgery Detection},
  author = {Hao Shen and Ji-Kang Cheng and Ren-Ye Yan and Zhongyuan Wang and Wei Peng and Baojin Huang},
  year = {2025},
  eprint = {2511.18436},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.18436},
}