PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach

Lily Weng, Pin-Yu Chen, Lam M. Nguyen, Mark S. Squillante, Akhilan Boopathy, Ivan V. Oseledets, Luca Daniel. PROVEN: Verifying Robustness of Neural Networks with a Probabilistic Approach. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 6727-6736, PMLR, 2019. [doi]

Abstract

Abstract is missing.