Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance

Wenjie Ruan, Min Wu, Youcheng Sun, Xiaowei Huang, Daniel Kroening, Marta Kwiatkowska. Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance. In Sarit Kraus, editor, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019. pages 5944-5952, ijcai.org, 2019. [doi]

Abstract

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