Differentially Private Heavy Hitter Detection using Federated Analytics

21 July 2023

Papers citing "Differentially Private Heavy Hitter Detection using Federated Analytics"

8 / 8 papers shown

Title
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 82 1 0 03 Jan 2025
Differentially Private Substring and Document Counting Giulia Bernardini Philip Bille Inge Li Gørtz Teresa Anna Steiner 62 0 0 18 Dec 2024
Nebula: Efficient, Private and Accurate Histogram Estimation Ali Shahin Shamsabadi Peter Snyder Ralph Giles A. Bellet Hamed Haddadi 17 0 0 15 Sep 2024
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
Samplable Anonymous Aggregation for Private Federated Data Analysis Kunal Talwar Shan Wang Audra McMillan Vojta Jina Vitaly Feldman ... Congzheng Song Karl Tarbe Sebastian Vogt L. Winstrom Shundong Zhou FedML 38 13 0 27 Jul 2023
Leveraging Public Data for Practical Private Query Release Terrance Liu G. Vietri Thomas Steinke Jonathan R. Ullman Zhiwei Steven Wu 158 58 0 17 Feb 2021
Lightweight Techniques for Private Heavy Hitters Dan Boneh Elette Boyle Henry Corrigan-Gibbs N. Gilboa Yuval Ishai 26 105 0 29 Dec 2020
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 144 420 0 29 Nov 2018