Differential Privacy-preserving Distributed Machine Learning
Wang, Xin, Ishii, Hideaki, Du, Linkang, Cheng, Peng, Chen, Jiming
Published in 2019 IEEE 58th Conference on Decision and Control (CDC) (01.12.2019)
Published in 2019 IEEE 58th Conference on Decision and Control (CDC) (01.12.2019)
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Conference Proceeding
SoK: Dataset Copyright Auditing in Machine Learning Systems
Du, Linkang, Zhou, Xuanru, Chen, Min, Zhang, Chusong, Su, Zhou, Cheng, Peng, Chen, Jiming, Zhang, Zhikun
Year of Publication 21.10.2024
Year of Publication 21.10.2024
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Journal Article
Large Model Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends
Wang, Yuntao, Pan, Yanghe, Zhao, Quan, Deng, Yi, Su, Zhou, Du, Linkang, Luan, Tom H
Year of Publication 22.09.2024
Year of Publication 22.09.2024
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Journal Article
SUB-PLAY: Adversarial Policies against Partially Observed Multi-Agent Reinforcement Learning Systems
Ma, Oubo, Pu, Yuwen, Du, Linkang, Dai, Yang, Wang, Ruo, Liu, Xiaolei, Wu, Yingcai, Ji, Shouling
Year of Publication 06.02.2024
Year of Publication 06.02.2024
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Journal Article
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning
Du, Linkang, Chen, Min, Sun, Mingyang, Ji, Shouling, Cheng, Peng, Chen, Jiming, Zhang, Zhikun
Published in arXiv.org (06.09.2023)
Published in arXiv.org (06.09.2023)
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Paper
Journal Article
PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information
Yuan, Quan, Zhang, Zhikun, Du, Linkang, Chen, Min, Cheng, Peng, Sun, Mingyang
Year of Publication 05.04.2023
Year of Publication 05.04.2023
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Journal Article
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy
Du, Linkang, Zhang, Zhikun, Bai, Shaojie, Liu, Changchang, Ji, Shouling, Cheng, Peng, Chen, Jiming
Year of Publication 14.10.2021
Year of Publication 14.10.2021
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Journal Article
Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation
Wang, Xin, Ishii, Hideaki, Du, Linkang, Cheng, Peng, Chen, Jiming
Published in arXiv.org (09.09.2019)
Published in arXiv.org (09.09.2019)
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Paper
Journal Article
SoK: Dataset Copyright Auditing in Machine Learning Systems
Du, Linkang, Zhou, Xuanru, Chen, Min, Zhang, Chusong, Zhou, Su, Cheng, Peng, Chen, Jiming, Zhang, Zhikun
Published in arXiv.org (22.10.2024)
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Published in arXiv.org (22.10.2024)
Paper