Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection

Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato. Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection. In Bogdan Ionescu, Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Adrian Popescu 0001, Luca Cuccovillo, editors, MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27 - 30, 2022. pages 52-58, ACM, 2022. [doi]

@inproceedings{CoccominiCFGA22,
  title = {Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection},
  author = {Davide Alessandro Coccomini and Roberto Caldelli and Fabrizio Falchi and Claudio Gennaro and Giuseppe Amato},
  year = {2022},
  doi = {10.1145/3512732.3533582},
  url = {https://doi.org/10.1145/3512732.3533582},
  researchr = {https://researchr.org/publication/CoccominiCFGA22},
  cites = {0},
  citedby = {0},
  pages = {52-58},
  booktitle = {MAD@ICMR 2022: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, Newark, NJ, USA, June 27 - 30, 2022},
  editor = {Bogdan Ionescu and Giorgos Kordopatis-Zilos and Symeon Papadopoulos and Adrian Popescu 0001 and Luca Cuccovillo},
  publisher = {ACM},
  isbn = {978-1-4503-9242-6},
}