Fuzz testing based data augmentation to improve robustness of deep neural networks

Xiang Gao, Ripon K. Saha, Mukul R. Prasad, Abhik Roychoudhury. Fuzz testing based data augmentation to improve robustness of deep neural networks. In Gregg Rothermel, Doo-Hwan Bae, editors, ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June - 19 July, 2020. pages 1147-1158, ACM, 2020. [doi]

Abstract

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