Privacy-preserving Distributed Machine Learning via Local Randomization
and ADMM Perturbation

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Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation

30 July 2019

Jiming Chen

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Papers citing "Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation"

12 / 12 papers shown

Title
SoK: Dataset Copyright Auditing in Machine Learning Systems L. Du Xuanru Zhou M. Chen Chusong Zhang Zhou Su Peng Cheng Jiming Chen Zhikun Zhang MLAU 117 6 0 22 Oct 2024
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression Martin Hellkvist Ayça Özçelikkale Anders Ahlén OOD 83 1 0 04 Dec 2023
P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups Ioannis Arapakis P. Papadopoulos Kleomenis Katevas Diego Perino 57 8 0 26 Feb 2023
FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network under Non-IID Data Ming Yang Yanhan Wang Xin Wang Zhenyong Zhang Xiaoming Wu Peng Cheng FedML 70 1 0 17 Nov 2022
Exact Penalty Method for Federated Learning Shenglong Zhou Geoffrey Ye Li FedML 72 1 0 23 Aug 2022
Federated Stochastic Primal-dual Learning with Differential Privacy Yiwei Li Shuai Wang Tsung-Hui Chang Chong-Yung Chi FedML 50 9 0 26 Apr 2022
Differential Private Discrete Noise Adding Mechanism: Conditions, Properties and Optimization Shuying Qin Jianping He Chongrong Fang J. Lam 43 6 0 19 Mar 2022
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy L. Du Zhikun Zhang Shaojie Bai Changchang Liu S. Ji Peng Cheng Jiming Chen 142 38 0 14 Oct 2021
Linear Regression with Distributed Learning: A Generalization Error Perspective Martin Hellkvist Ayça Özçelikkale Anders Ahlén FedML 31 10 0 22 Jan 2021
Differentially Private ADMM Algorithms for Machine Learning Tao Xu Fanhua Shang Yuanyuan Liu Hongying Liu Longjie Shen Maoguo Gong 91 18 0 31 Oct 2020
Dynamic Quantized Consensus of General Linear Multi-agent Systems under Denial-of-Service Attacks Shuai Feng H. Ishii 37 47 0 28 Apr 2020
Truthful and Faithful Monetary Policy for a Stablecoin Conducted by a Decentralised, Encrypted Artificial Intelligence David Cerezo Sánchez 21 3 0 16 Sep 2019