Theoretical evidence for adversarial robustness through randomization

Rafael Pinot, Laurent Meunier, Alexandre Araujo, Hisashi Kashima, Florian Yger, Cédric Gouy-Pailler, Jamal Atif. Theoretical evidence for adversarial robustness through randomization. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 11838-11848, 2019. [doi]

@inproceedings{PinotMAKYGA19,
  title = {Theoretical evidence for adversarial robustness through randomization},
  author = {Rafael Pinot and Laurent Meunier and Alexandre Araujo and Hisashi Kashima and Florian Yger and Cédric Gouy-Pailler and Jamal Atif},
  year = {2019},
  url = {http://papers.nips.cc/paper/9356-theoretical-evidence-for-adversarial-robustness-through-randomization},
  researchr = {https://researchr.org/publication/PinotMAKYGA19},
  cites = {0},
  citedby = {0},
  pages = {11838-11848},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}