Explaining Deep Learning Models for Spoofing and Deepfake Detection with Shapley Additive Explanations

Wanying Ge, Jose Patino 0001, Massimiliano Todisco, Nicholas W. D. Evans. Explaining Deep Learning Models for Spoofing and Deepfake Detection with Shapley Additive Explanations. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022. pages 6387-6391, IEEE, 2022. [doi]

@inproceedings{GePTE22,
  title = {Explaining Deep Learning Models for Spoofing and Deepfake Detection with Shapley Additive Explanations},
  author = {Wanying Ge and Jose Patino 0001 and Massimiliano Todisco and Nicholas W. D. Evans},
  year = {2022},
  doi = {10.1109/ICASSP43922.2022.9747476},
  url = {https://doi.org/10.1109/ICASSP43922.2022.9747476},
  researchr = {https://researchr.org/publication/GePTE22},
  cites = {0},
  citedby = {0},
  pages = {6387-6391},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-0540-9},
}