Lower bounds on the robustness to adversarial perturbations

Jonathan Peck, Joris Roels, Bart Goossens, Yvan Saeys. Lower bounds on the robustness to adversarial perturbations. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 804-813, 2017. [doi]

Abstract

Abstract is missing.