UnMask: Adversarial Detection and Defense Through Robust Feature Alignment

Scott Freitas, Shang-Tse Chen, Zijie J. Wang, Duen Horng Chau. UnMask: Adversarial Detection and Defense Through Robust Feature Alignment. In Xintao Wu, Chris Jermaine, Li Xiong 0001, Xiaohua Hu 0001, Olivera Kotevska, Siyuan Lu, Weija Xu, Srinivas Aluru, ChengXiang Zhai, Eyhab Al-Masri, Zhiyuan Chen 0003, Jeff Saltz 0001, editors, IEEE International Conference on Big Data, Big Data 2020, Atlanta, GA, USA, December 10-13, 2020. pages 1081-1088, IEEE, 2020. [doi]

Authors

Scott Freitas

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Shang-Tse Chen

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Zijie J. Wang

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Duen Horng Chau

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