Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?

Vikash Sehwag, Saeed Mahloujifar, Tinashe Handina, Sihui Dai, Chong Xiang 0001, Mung Chiang, Prateek Mittal. Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{SehwagMHD0CM22,
  title = {Robust Learning Meets Generative Models: Can Proxy Distributions Improve Adversarial Robustness?},
  author = {Vikash Sehwag and Saeed Mahloujifar and Tinashe Handina and Sihui Dai and Chong Xiang 0001 and Mung Chiang and Prateek Mittal},
  year = {2022},
  url = {https://openreview.net/forum?id=WVX0NNVBBkV},
  researchr = {https://researchr.org/publication/SehwagMHD0CM22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}