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Qiang Yang

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Probably Approximately Correct Federated Learning

Apr 13, 2023
Xiaojin Zhang, Anbu Huang, Lixin Fan, Kai Chen, Qiang Yang

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A Game-theoretic Framework for Federated Learning

Apr 11, 2023
Xiaojin Zhang, Lixin Fan, Siwei Wang, Wenjie Li, Kai Chen, Qiang Yang

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Federated Learning without Full Labels: A Survey

Mar 25, 2023
Yilun Jin, Yang Liu, Kai Chen, Qiang Yang

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FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation

Jan 31, 2023
Hanlin Gu, Jiahuan Luo, Yan Kang, Lixin Fan, Qiang Yang

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Vertical Federated Learning

Nov 24, 2022
Yang Liu, Yan Kang, Tianyuan Zou, Yanhong Pu, Yuanqin He, Xiaozhou Ye, Ye Ouyang, Ya-Qin Zhang, Qiang Yang

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FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders

Nov 24, 2022
Hanlin Gu, Lixin Fan, Xingxing Tang, Qiang Yang

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FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model

Nov 14, 2022
Shuo Shao, Wenyuan Yang, Hanlin Gu, Jian Lou, Zhan Qin, Lixin Fan, Qiang Yang, Kui Ren

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A Survey on Heterogeneous Federated Learning

Oct 10, 2022
Dashan Gao, Xin Yao, Qiang Yang

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A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning

Sep 09, 2022
Yan Kang, Jiahuan Luo, Yuanqin He, Xiaojin Zhang, Lixin Fan, Qiang Yang

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Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies

Aug 28, 2022
Yinghua Zhang, Yangqiu Song, Kun Bai, Qiang Yang

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