Are adversarial examples inevitable?

Ali Shafahi, W. Ronny Huang, Christoph Studer, Soheil Feizi, Tom Goldstein. Are adversarial examples inevitable?. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

@inproceedings{ShafahiHSFG19,
  title = {Are adversarial examples inevitable?},
  author = {Ali Shafahi and W. Ronny Huang and Christoph Studer and Soheil Feizi and Tom Goldstein},
  year = {2019},
  url = {https://openreview.net/forum?id=r1lWUoA9FQ},
  researchr = {https://researchr.org/publication/ShafahiHSFG19},
  cites = {0},
  citedby = {0},
  booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
}