GenPure: Foundation-Model-Guided Multi-Stage Purification Framework for Black-Box Evasion of Deepfake Detectors

Yuyang Sun, Ching-Chun Chang, Isao Echizen. GenPure: Foundation-Model-Guided Multi-Stage Purification Framework for Black-Box Evasion of Deepfake Detectors. IEEE Access, 13:173909-173922, 2025. [doi]

@article{SunCE25,
  title = {GenPure: Foundation-Model-Guided Multi-Stage Purification Framework for Black-Box Evasion of Deepfake Detectors},
  author = {Yuyang Sun and Ching-Chun Chang and Isao Echizen},
  year = {2025},
  doi = {10.1109/ACCESS.2025.3617447},
  url = {https://doi.org/10.1109/ACCESS.2025.3617447},
  researchr = {https://researchr.org/publication/SunCE25},
  cites = {0},
  citedby = {0},
  journal = {IEEE Access},
  volume = {13},
  pages = {173909-173922},
}