Leveraging Frequency Analysis for Deep Fake Image Recognition

Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz. Leveraging Frequency Analysis for Deep Fake Image Recognition. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 3247-3258, PMLR, 2020. [doi]

@inproceedings{FrankESFKH20,
  title = {Leveraging Frequency Analysis for Deep Fake Image Recognition},
  author = {Joel Frank and Thorsten Eisenhofer and Lea Schönherr and Asja Fischer and Dorothea Kolossa and Thorsten Holz},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/frank20a.html},
  researchr = {https://researchr.org/publication/FrankESFKH20},
  cites = {0},
  citedby = {0},
  pages = {3247-3258},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}