DeepSafe: A Data-Driven Approach for Assessing Robustness of Neural Networks

Divya Gopinath, Guy Katz, Corina S. Pasareanu, Clark Barrett. DeepSafe: A Data-Driven Approach for Assessing Robustness of Neural Networks. In Shuvendu K. Lahiri, Chao Wang 0001, editors, Automated Technology for Verification and Analysis - 16th International Symposium, ATVA 2018, Los Angeles, CA, USA, October 7-10, 2018, Proceedings. Volume 11138 of Lecture Notes in Computer Science, pages 3-19, Springer, 2018. [doi]

Abstract

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