Differential Privacy Meets Federated Learning under Communication
Constraints

Differential Privacy Meets Federated Learning under Communication Constraints

28 January 2021

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Papers citing "Differential Privacy Meets Federated Learning under Communication Constraints"

13 / 13 papers shown

Title
Byzantine Outside, Curious Inside: Reconstructing Data Through Malicious Updates Kai Yue Richeng Jin Chau-Wai Wong H. Dai AAML 24 0 0 13 Jun 2025
Accelerated Training of Federated Learning via Second-Order Methods Mrinmay Sen Sidhant R Nair C Krishna Mohan FedML 52 0 0 29 May 2025
Federated Cubic Regularized Newton Learning with Sparsification-amplified Differential Privacy Wei Huo Changxin Liu Kemi Ding Karl H. Johansson Ling Shi FedML 99 0 0 08 Aug 2024
Distributed Stochastic Gradient Descent with Staleness: A Stochastic Delay Differential Equation Based Framework Siyuan Yu Wei Chen H. V. Poor 98 0 0 17 Jun 2024
IMFL-AIGC: Incentive Mechanism Design for Federated Learning Empowered by Artificial Intelligence Generated Content Guangjing Huang Qiong Wu Jingyi Li Xu Chen FedML 72 4 0 12 Jun 2024
Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning Guangfeng Yan Tan Li Tian-Shing Lan Kui Wu Linqi Song 44 7 0 12 Dec 2023
CRS-FL: Conditional Random Sampling for Communication-Efficient and Privacy-Preserving Federated Learning Jianhua Wang Xiaolin Chang J. Misic Vojislav B. Mišić Lin Li Yingying Yao FedML 55 3 0 01 Jun 2023
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models Sixing Yu J. P. Muñoz Ali Jannesari AI4CE 78 51 0 19 May 2023
Privacy-Preserving Ensemble Infused Enhanced Deep Neural Network Framework for Edge Cloud Convergence Veronika Stephanie I. Khalil Mohammad Saidur Rahman Mohammed Atiquzzaman FedML 38 12 0 16 May 2023
Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning Guangfeng Yan Tan Li Kui Wu Linqi Song 58 13 0 26 Apr 2023
Distributed Learning Meets 6G: A Communication and Computing Perspective Shashank Jere Yifei Song Yuhao Yi Lingjia Liu 71 11 0 02 Mar 2023
Differentially Private Vertical Federated Learning Thilina Ranbaduge Ming Ding FedML 76 14 0 13 Nov 2022
Federated Dynamic Spectrum Access Yifei Song Haowen Chang Zhou Zhou Shashank Jere Lingjia Liu 48 5 0 28 Jun 2021

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