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Node-Level Membership Inference Attacks Against Graph Neural Networks

Feb 10, 2021
Xinlei He, Rui Wen, Yixin Wu, Michael Backes, Yun Shen, Yang Zhang


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Quantifying and Mitigating Privacy Risks of Contrastive Learning

Feb 08, 2021
Xinlei He, Yang Zhang


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ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models

Feb 04, 2021
Yugeng Liu, Rui Wen, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang


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Stealing Links from Graph Neural Networks

May 05, 2020
Xinlei He, Jinyuan Jia, Michael Backes, Neil Zhenqiang Gong, Yang Zhang


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