A Comprehensive Survey on Local Differential Privacy Toward Data
Statistics and Analysis

A Comprehensive Survey on Local Differential Privacy Toward Data Statistics and Analysis

11 October 2020

Xuefeng Zhang

Papers citing "A Comprehensive Survey on Local Differential Privacy Toward Data Statistics and Analysis"

12 / 12 papers shown

Title
Gaussian Differential Private Bootstrap by Subsampling Holger Dette Carina Graw 43 0 0 02 May 2025
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 63 18 0 09 Apr 2024
From Theory to Comprehension: A Comparative Study of Differential Privacy and $k$ -Anonymity Saskia Nuñez von Voigt Luise Mehner Florian Tschorsch 48 1 0 05 Apr 2024
Compressed Private Aggregation for Scalable and Robust Federated Learning over Massive Networks Natalie Lang Nir Shlezinger Rafael G. L. DÓliveira S. E. Rouayheb FedML 79 4 0 01 Aug 2023
Hiding in Plain Sight: Differential Privacy Noise Exploitation for Evasion-resilient Localized Poisoning Attacks in Multiagent Reinforcement Learning Md Tamjid Hossain Hung M. La AAML 26 0 0 01 Jul 2023
Mean Estimation Under Heterogeneous Privacy: Some Privacy Can Be Free Syomantak Chaudhuri T. Courtade 30 4 0 27 Apr 2023
DP-BART for Privatized Text Rewriting under Local Differential Privacy Timour Igamberdiev Ivan Habernal 23 17 0 15 Feb 2023
Differentially Private Natural Language Models: Recent Advances and Future Directions Lijie Hu Ivan Habernal Lei Shen Di Wang AAML 35 18 0 22 Jan 2023
Joint Privacy Enhancement and Quantization in Federated Learning Natalie Lang Elad Sofer Tomer Shaked Nir Shlezinger FedML 39 46 0 23 Aug 2022
Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication Muah Kim Onur Gunlu Rafael F. Schaefer FedML 110 118 0 09 Feb 2021
Quantifying Differential Privacy under Temporal Correlations Yang Cao Masatoshi Yoshikawa Yonghui Xiao Li Xiong 106 103 0 24 Oct 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 45 138 0 07 Feb 2016