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Backdoor Attacks on Facial Recognition in the Physical World


Jun 25, 2020
Emily Wenger, Josephine Passananti, Yuanshun Yao, Haitao Zheng, Ben Y. Zhao


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Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks


Jun 24, 2020
Huiying Li, Shawn Shan, Emily Wenger, Jiayun Zhang, Haitao Zheng, Ben Y. Zhao


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Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models


Feb 19, 2020
Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, Ben Y. Zhao


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"How do urban incidents affect traffic speed?" A Deep Graph Convolutional Network for Incident-driven Traffic Speed Prediction


Dec 03, 2019
Qinge Xie, Tiancheng Guo, Yang Chen, Yu Xiao, Xin Wang, Ben Y. Zhao

* 18 pages, 8 figures 

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Persistent and Unforgeable Watermarks for Deep Neural Networks


Oct 02, 2019
Huiying Li, Emily Willson, Haitao Zheng, Ben Y. Zhao

* 13 pages 

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Regula Sub-rosa: Latent Backdoor Attacks on Deep Neural Networks


May 24, 2019
Yuanshun Yao, Huiying Li, Haitao Zheng, Ben Y. Zhao


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Gotta Catch 'Em All: Using Concealed Trapdoors to Detect Adversarial Attacks on Neural Networks


Apr 18, 2019
Shawn Shan, Emily Willson, Bolun Wang, Bo Li, Haitao Zheng, Ben Y. Zhao

* 14 pages 

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Addressing Training Bias via Automated Image Annotation


Oct 10, 2018
Zhujun Xiao, Yanzi Zhu, Yuxin Chen, Ben Y. Zhao, Junchen Jiang, Haitao Zheng


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