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Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition


May 07, 2021
Bangjie Yin, Wenxuan Wang, Taiping Yao, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu

* 8 pages, 6 figures, 1 tables, 1 algorithm, To appear in IJCAI 2021 as a regular paper 

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Lightweight Detection of Out-of-Distribution and Adversarial Samples via Channel Mean Discrepancy


Apr 23, 2021
Xin Dong, Junfeng Guo, Wei-Te Ting, H. T. Kung


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PredCoin: Defense against Query-based Hard-label Attack


Feb 04, 2021
Junfeng Guo, Yaswanth Yadlapalli, Thiele Lothar, Ang Li, Cong Liu

* 13 pages 

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CT Image Segmentation for Inflamed and Fibrotic Lungs Using a Multi-Resolution Convolutional Neural Network


Oct 16, 2020
Sarah E. Gerard, Jacob Herrmann, Yi Xin, Kevin T. Martin, Emanuele Rezoagli, Davide Ippolito, Giacomo Bellani, Maurizio Cereda, Junfeng Guo, Eric A. Hoffman, David W. Kaczka, Joseph M. Reinhardt


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Deep Partial Updating


Jul 06, 2020
Zhongnan Qu, Cong Liu, Junfeng Guo, Lothar Thiele


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PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks


Mar 24, 2020
Junfeng Guo, Zelun Kong, Cong Liu


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