Bit-efficient Numerical Aggregation and Stronger Privacy for Trust in Federated Analytics

3 August 2021

Papers citing "Bit-efficient Numerical Aggregation and Stronger Privacy for Trust in Federated Analytics"

8 / 8 papers shown

Title
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
Federated Computing -- Survey on Building Blocks, Extensions and Systems René Schwermer R. Mayer Hans-Arno Jacobsen FedML 40 1 0 03 Apr 2024
Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications Zibo Wang Yifei Zhu Dan Wang Zhu Han 24 2 0 15 Feb 2024
Breaking the Communication-Privacy-Accuracy Tradeoff with $f$ -Differential Privacy Richeng Jin Z. Su C. Zhong Zhaoyang Zhang Tony Q.S. Quek H. Dai FedML 29 2 0 19 Feb 2023
Applied Federated Learning: Architectural Design for Robust and Efficient Learning in Privacy Aware Settings B. Stojković Jonathan Woodbridge Zhihan Fang Jerry Cai Andrey Petrov ... Daoyu Huang Patrick Yau Arvind Sastha Kumar Hitesh Jawa Anamita Guha FedML 11 10 0 02 Jun 2022
Privacy-Aware Compression for Federated Data Analysis Kamalika Chaudhuri Chuan Guo Michael G. Rabbat FedML 30 27 0 15 Mar 2022
DRIVE: One-bit Distributed Mean Estimation S. Vargaftik Ran Ben-Basat Amit Portnoy Gal Mendelson Y. Ben-Itzhak Michael Mitzenmacher OOD FedML 82 51 0 18 May 2021
Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications Matthias Paulik M. Seigel Henry Mason Dominic Telaar Joris Kluivers ... Dominic Hughes O. Javidbakht Fei Dong Rehan Rishi Stanley Hung FedML 183 126 0 16 Feb 2021