Locally Private Histograms in All Privacy Regimes

9 August 2024

Papers citing "Locally Private Histograms in All Privacy Regimes"

13 / 13 papers shown

Title
Private Frequency Estimation via Projective Geometry Vitaly Feldman Jelani Nelson Huy Le Nguyen Kunal Talwar 76 21 0 01 Mar 2022
Private Counting from Anonymous Messages: Near-Optimal Accuracy with Vanishing Communication Overhead Badih Ghazi Ravi Kumar Pasin Manurangsi Rasmus Pagh FedML 59 49 0 08 Jun 2021
Differentially Private Histograms in the Shuffle Model from Fake Users Albert Cheu M. Zhilyaev FedML 66 28 0 06 Apr 2021
Hiding Among the Clones: A Simple and Nearly Optimal Analysis of Privacy Amplification by Shuffling Vitaly Feldman Audra McMillan Kunal Talwar FedML 67 161 0 23 Dec 2020
A short note on learning discrete distributions C. Canonne 28 67 0 25 Feb 2020
Encode, Shuffle, Analyze Privacy Revisited: Formalizations and Empirical Evaluation Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Shuang Song Kunal Talwar Abhradeep Thakurta 60 84 0 10 Jan 2020
Separating Local & Shuffled Differential Privacy via Histograms Victor Balcer Albert Cheu FedML 74 67 0 15 Nov 2019
Communication Complexity in Locally Private Distribution Estimation and Heavy Hitters Jayadev Acharya Ziteng Sun 62 60 0 28 May 2019
Inference under Information Constraints I: Lower Bounds from Chi-Square Contraction Jayadev Acharya C. Canonne Himanshu Tyagi 75 110 0 30 Dec 2018
Optimal Schemes for Discrete Distribution Estimation under Locally Differential Privacy Min Ye A. Barg 76 178 0 02 Feb 2017
Local, Private, Efficient Protocols for Succinct Histograms Raef Bassily Adam D. Smith FedML 59 457 0 18 Apr 2015
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 94 1,992 0 25 Jul 2014
Distributed Private Heavy Hitters Justin Hsu S. Khanna Aaron Roth FedML 54 112 0 22 Feb 2012