Improving Adversarial Robustness via Mutual Information Estimation

Dawei Zhou, Nannan Wang 0001, Xinbo Gao 0001, Bo Han 0003, Xiaoyu Wang, Yibing Zhan, Tongliang Liu. Improving Adversarial Robustness via Mutual Information Estimation. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 27338-27352, PMLR, 2022. [doi]

@inproceedings{ZhouW00WZL22,
  title = {Improving Adversarial Robustness via Mutual Information Estimation},
  author = {Dawei Zhou and Nannan Wang 0001 and Xinbo Gao 0001 and Bo Han 0003 and Xiaoyu Wang and Yibing Zhan and Tongliang Liu},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/zhou22j.html},
  researchr = {https://researchr.org/publication/ZhouW00WZL22},
  cites = {0},
  citedby = {0},
  pages = {27338-27352},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}