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Amplifying Membership Exposure via Data Poisoning


Nov 01, 2022
Yufei Chen, Chao Shen, Yun Shen, Cong Wang, Yang Zhang

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* To Appear in the 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural Network


Apr 27, 2022
Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo

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* 6 pages, 6 figures 

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FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons


Apr 06, 2022
Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Qian Wang

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Property Inference Attacks Against GANs


Nov 15, 2021
Junhao Zhou, Yufei Chen, Chao Shen, Yang Zhang

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* To Appear in NDSS 2022 

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Teacher Model Fingerprinting Attacks Against Transfer Learning


Jun 23, 2021
Yufei Chen, Chao Shen, Cong Wang, Yang Zhang

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A Unified Framework for Analyzing and Detecting Malicious Examples of DNN Models


Jun 26, 2020
Kaidi Jin, Tianwei Zhang, Chao Shen, Yufei Chen, Ming Fan, Chenhao Lin, Ting Liu

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