Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes

Matt Jordan, Justin Lewis, Alexandros G. Dimakis. Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. 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 14059-14069, 2019. [doi]

@inproceedings{JordanLD19,
  title = {Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes},
  author = {Matt Jordan and Justin Lewis and Alexandros G. Dimakis},
  year = {2019},
  url = {http://papers.nips.cc/paper/9555-provable-certificates-for-adversarial-examples-fitting-a-ball-in-the-union-of-polytopes},
  researchr = {https://researchr.org/publication/JordanLD19},
  cites = {0},
  citedby = {0},
  pages = {14059-14069},
  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},
}