Metamorphic detection of adversarial examples in deep learning models with affine transformations

Rohan Reddy Mekala, Gudjon Einar Magnusson, Adam Porter, Mikael Lindvall, Madeline Diep. Metamorphic detection of adversarial examples in deep learning models with affine transformations. In Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum, editors, Proceedings of the 4th International Workshop on Metamorphic Testing, MET@ICSE 2019, Montreal, QC, Canada, May 26, 2019. pages 55-62, IEEE / ACM, 2019. [doi]

Abstract

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