An Empirical Study on Correlation between Coverage and Robustness for Deep Neural Networks

Yizhen Dong, Peixin Zhang, Jingyi Wang, Shuang Liu, Jun Sun, Jianye Hao, Xinyu Wang 0001, Li Wang, Jin Song Dong, Ting Dai. An Empirical Study on Correlation between Coverage and Robustness for Deep Neural Networks. In Yi Li 0002, Alan Wee-Chung Liew, editors, 25th International Conference on Engineering of Complex Computer Systems, ICECCS 2020, Singapore, October 28-31, 2020. pages 73-82, IEEE, 2020. [doi]

Abstract

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