A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues

A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues

19 April 2024

Papers citing "A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues"

13 / 13 papers shown

Title
Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications Zibo Wang Yifei Zhu Dan Wang Zhu Han 18 2 0 15 Feb 2024
Federated singular value decomposition for high dimensional data Anne Hartebrodt Richard Rottger David B. Blumenthal FedML 11 11 0 24 May 2022
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning Jinhyun So Chaoyang He Chien-Sheng Yang Songze Li Qian-long Yu Ramy E. Ali Başak Güler Salman Avestimehr FedML 55 163 0 29 Sep 2021
STAR: Secret Sharing for Private Threshold Aggregation Reporting Alex Davidson Peter Snyder E. B. Quirk Joseph C. Genereux B. Livshits Hamed Haddadi 22 15 0 21 Sep 2021
A Field Guide to Federated Optimization Jianyu Wang Zachary B. Charles Zheng Xu Gauri Joshi H. B. McMahan ... Mi Zhang Tong Zhang Chunxiang Zheng Chen Zhu Wennan Zhu FedML 167 410 0 14 Jul 2021
Towards Personalized Federated Learning A. Tan Han Yu Li-zhen Cui Qiang Yang FedML AI4CE 180 832 0 01 Mar 2021
Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication Muah Kim Onur Gunlu Rafael F. Schaefer FedML 95 117 0 09 Feb 2021
Federated Multi-Armed Bandits Chengshuai Shi Cong Shen FedML 47 91 0 28 Jan 2021
Information Theoretic Secure Aggregation with User Dropouts Yizhou Zhao Hua Sun FedML 59 66 0 19 Jan 2021
Federated Learning-Based Risk-Aware Decision toMitigate Fake Task Impacts on CrowdsensingPlatforms Zhiyan Chen Murat Simsek B. Kantarci 19 9 0 04 Jan 2021
Lightweight Techniques for Private Heavy Hitters Dan Boneh Elette Boyle Henry Corrigan-Gibbs N. Gilboa Yuval Ishai 18 105 0 29 Dec 2020
Federated Bandit: A Gossiping Approach Zhaowei Zhu Jingxuan Zhu Ji Liu Yang Liu FedML 129 83 0 24 Oct 2020
Federated Bayesian Optimization via Thompson Sampling Zhongxiang Dai K. H. Low Patrick Jaillet FedML 79 109 0 20 Oct 2020