A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks

Huan Zhang, Shiqi Wang 0002, Kaidi Xu, Yihan Wang, Suman Jana, Cho-Jui Hsieh, J. Zico Kolter. A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 26591-26604, PMLR, 2022. [doi]

Abstract

Abstract is missing.