Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional
Space

Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space

19 January 2022

Qingqing Ye

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Papers citing "Utility Analysis and Enhancement of LDP Mechanisms in High-Dimensional Space"

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Title
LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy Xinyue Sun Qingqing Ye Haibo Hu Jiawei Duan Tianyu Wo Jie Xu Renyu Yang AAML 61 6 0 14 Mar 2024
Trajectory Data Collection with Local Differential Privacy Yuemin Zhang Qingqing Ye Rui Chen Haibo Hu Qilong Han 99 22 0 18 Jul 2023
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model Yi-xiao Liu Suyun Zhao Li Xiong Yuhan Liu Hong Chen FedML 64 9 0 11 Apr 2023
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks He Zhang Lizhen Qu Shirui Pan 123 12 0 30 Jan 2023
Stateful Switch: Optimized Time Series Release with Local Differential Privacy Qingqing Ye Haibo Hu Kai Huang M. Au Qiao Xue 70 11 0 17 Dec 2022