Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]

30 March 2021

Papers citing "Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]"

11 / 11 papers shown

Title
Locally Differentially Private Frequency Estimation via Joint Randomized Response Ye Zheng Shafizur Rahman Seeam Yidan Hu Rui Zhang Yanchao Zhang 26 0 0 15 May 2025
Revisiting Locally Differentially Private Protocols: Towards Better Trade-offs in Privacy, Utility, and Attack Resistance Héber H. Arcolezi Sébastien Gambs AAML 58 0 0 03 Mar 2025
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 95 1 0 03 Jan 2025
Sketches-based join size estimation under local differential privacy Meifan Zhang Xin Liu Lihua Yin 34 0 0 19 May 2024
FreqyWM: Frequency Watermarking for the New Data Economy Devris Isler Elisa Cabana Álvaro García-Recuero Georgia Koutrika Nikolaos Laoutaris 18 3 0 27 Dec 2023
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective Héber H. Arcolezi Sébastien Gambs 45 1 0 04 Sep 2023
An Improved Christofides Mechanism for Local Differential Privacy Framework She Sun Li Zhou Xiaoran Yan 11 0 0 01 Mar 2023
LDP-FPMiner: FP-Tree Based Frequent Itemset Mining with Local Differential Privacy Zhili Chen Jiali Wang 11 2 0 03 Sep 2022
Impact of Sampling on Locally Differentially Private Data Collection Sayan Biswas Graham Cormode Carsten Maple FedML 35 0 0 02 Jun 2022
Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates Héber H. Arcolezi Jean-François Couchot Bechara al Bouna X. Xiao 23 29 0 08 Nov 2021
Frequency Estimation Under Multiparty Differential Privacy: One-shot and Streaming Ziyue Huang Yuan Qiu K. Yi Graham Cormode 29 25 0 05 Apr 2021