Federated Analytics: A survey

Federated Analytics: A survey

2 February 2023

Yahya H. Ezzeldin

Salman Avestimehr

Papers citing "Federated Analytics: A survey"

6 / 6 papers shown

Title
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 82 1 0 03 Jan 2025
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 51 1 0 19 Apr 2024
Differentially Private Heavy Hitter Detection using Federated Analytics Karan N. Chadha Junye Chen John C. Duchi Vitaly Feldman H. Hashemi O. Javidbakht Audra McMillan Kunal Talwar FedML 27 7 0 21 Jul 2023
On the Fusion Strategies for Federated Decision Making Mert Kayaalp Yunus Inan V. Koivunen E. Telatar Ali H. Sayed FedML 29 4 0 10 Mar 2023
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 67 166 0 29 Sep 2021
Lightweight Techniques for Private Heavy Hitters Dan Boneh Elette Boyle Henry Corrigan-Gibbs N. Gilboa Yuval Ishai 26 105 0 29 Dec 2020