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Guangsheng Zhang
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University of Technology Sydney - Sydney / Australia
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Guangsheng Zhang's MOST POPULAR ARTICLES
1-)
Visual privacy attacks and defenses in deep learning: a surveyG Zhang, B Liu, T Zhu, A Zhou, W ZhouArtificial Intelligence Review 55 (6), 4347-4401, 2022312022
2-)
Label-only membership inference attacks and defenses in semantic segmentation modelsG Zhang, B Liu, T Zhu, M Ding, W ZhouIEEE Transactions on Dependable and Secure Computing 20 (2), 1435-1449, 2022282022
3-)
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and TransformersG Zhang, B Liu, H Tian, T Zhu, M Ding, W ZhouarXiv preprint arXiv:2210.11049, 202242022
4-)
PPFed: A Privacy-Preserving and Personalized Federated Learning FrameworkG Zhang, B Liu, T Zhu, M Ding, W ZhouIEEE Internet of Things Journal, 202432024
5-)
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference AttacksH Tian, G Zhang, B Liu, T Zhu, M Ding, W ZhouarXiv preprint arXiv:2311.03865, 20231*2023
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