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SoK: Anti-Facial Recognition Technology


Dec 08, 2021
Emily Wenger, Shawn Shan, Haitao Zheng, Ben Y. Zhao

* 13 pages 

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Traceback of Data Poisoning Attacks in Neural Networks


Oct 13, 2021
Shawn Shan, Arjun Nitin Bhagoji, Haitao Zheng, Ben Y. Zhao

* 18 pages 

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"Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World


Sep 20, 2021
Emily Wenger, Max Bronckers, Christian Cianfarani, Jenna Cryan, Angela Sha, Haitao Zheng, Ben Y. Zhao

* 13 pages 

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ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding


Aug 30, 2021
Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang


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Understanding the Effect of Bias in Deep Anomaly Detection


May 16, 2021
Ziyu Ye, Yuxin Chen, Haitao Zheng

* Accepted at IJCAI '21. Codes available on github.com/ZIYU-DEEP/Understanding-Bias-in-Deep-Anomaly-Detection-PyTorch 

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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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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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