v1v2 (latest)

Locally Differentially Private Frequency Estimation with Consistency

20 May 2019

Tianhao Wang

Milan Lopuhaä-Zwakenberg

Papers citing "Locally Differentially Private Frequency Estimation with Consistency"

38 / 38 papers shown

Title
Mitigating Data Poisoning Attacks to Local Differential Privacy Xiaolin Li Ninghui Li Boyang Wang Wenhai Sun AAML 55 0 0 02 Jun 2025
Locally Differentially Private Frequency Estimation via Joint Randomized Response Ye Zheng Shafizur Rahman Seeam Yidan Hu Rui Zhang Yanchao Zhang 56 0 0 15 May 2025
VDDP: Verifiable Distributed Differential Privacy under the Client-Server-Verifier Setup Haochen Sun Xi He 70 0 0 30 Apr 2025
Data Poisoning Attacks to Locally Differentially Private Range Query Protocols Ting-Wei Liao Chih-Hsun Lin Yu-Lin Tsai Takao Murakami Chia-Mu Yu Jun Sakuma Chun-ying Huang Hiroaki Kikuchi AAML 89 0 0 05 Mar 2025
On the Robustness of LDP Protocols for Numerical Attributes under Data Poisoning Attacks Xiaoguang Li Zitao Li Ninghui Li Wenhai Sun AAML 134 4 0 28 Jan 2025
Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs Xi He Kai Huang Qingqing Ye Haibo Hu AAML 81 1 0 31 Dec 2024
PSGraph: Differentially Private Streaming Graph Synthesis by Considering Temporal Dynamics Quan Yuan Zhikun Zhang L. Du Min Chen Mingyang Sun Yunjun Gao Michael Backes Shibo He Jiming Chen 160 0 0 16 Dec 2024
PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy Leixia Wang Qingqing Ye Haibo Hu Xiaofeng Meng 52 2 0 18 Jul 2024
Data Poisoning Attacks to Locally Differentially Private Frequent Itemset Mining Protocols Wei Tong Haoyu Chen Jiacheng Niu Sheng Zhong AAML 76 4 0 27 Jun 2024
LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy Xinyue Sun Qingqing Ye Haibo Hu Jiawei Duan Tianyu Wo Jie Xu Renyu Yang AAML 61 6 0 14 Mar 2024
DP-TabICL: In-Context Learning with Differentially Private Tabular Data Alycia N. Carey Karuna Bhaila Kennedy Edemacu Xintao Wu 113 7 0 08 Mar 2024
Bounded and Unbiased Composite Differential Privacy Kai Zhang Yanjun Zhang Ruoxi Sun Pei-Wei Tsai M. Hassan Xingliang Yuan Minhui Xue Jinjun Chen 85 32 0 04 Nov 2023
DP-starJ: A Differential Private Scheme towards Analytical Star-Join Queries Congcong Fu Hui Li Jian Lou Jia Cui 63 1 0 07 Oct 2023
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms Héber H. Arcolezi Selene Cerna C. Palamidessi 44 3 0 15 Jul 2023
PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information Quan Yuan Zhikun Zhang L. Du Min Chen Peng Cheng Mingyang Sun 68 19 0 05 Apr 2023
An Improved Christofides Mechanism for Local Differential Privacy Framework She Sun Li Zhou Xiaoran Yan 38 0 0 01 Mar 2023
Two Views of Constrained Differential Privacy: Belief Revision and Update Likang Liu Keke Sun Chunlai Zhou Yuan Feng 35 4 0 01 Mar 2023
Castell: Scalable Joint Probability Estimation of Multi-dimensional Data Randomized with Local Differential Privacy H. Kikuchi 65 2 0 03 Dec 2022
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes Basel Alomair 66 25 0 07 Nov 2022
Local Differentially Private Frequency Estimation based on Learned Sketches Meifan Zhang Sixin Lin Lihua Yin 49 2 0 31 Oct 2022
PrivTrace: Differentially Private Trajectory Synthesis by Adaptive Markov Model Haiming Wang Zhikun Zhang Tianhao Wang Shibo He Michael Backes Jiming Chen Yang Zhang 120 40 0 02 Oct 2022
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy Héber H. Arcolezi Sébastien Gambs Jean-François Couchot C. Palamidessi 69 12 0 04 Sep 2022
Fine-grained Poisoning Attack to Local Differential Privacy Protocols for Mean and Variance Estimation Xiaoguang Li Ninghui Li Wenhai Sun Neil Zhenqiang Gong Hui Li AAML 103 19 0 24 May 2022
Sample and Threshold Differential Privacy: Histograms and applications Akash Bharadwaj Graham Cormode FedML 54 18 0 10 Dec 2021
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 50 29 0 08 Nov 2021
Locally Differentially Private Bayesian Inference Tejas D. Kulkarni Hibiki Ito Samuel Kaski Antti Honkela 73 2 0 27 Oct 2021
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy L. Du Zhikun Zhang Shaojie Bai Changchang Liu S. Ji Peng Cheng Jiming Chen 142 38 0 14 Oct 2021
Random Sampling Plus Fake Data: Multidimensional Frequency Estimates With Local Differential Privacy Héber H. Arcolezi Jean-François Couchot Bechara al Bouna Xiaokui Xiao 53 27 0 15 Sep 2021
Differentially Private Fractional Frequency Moments Estimation with Polylogarithmic Space Lun Wang I. Pinelis Basel Alomair 65 17 0 26 May 2021
Preventing Manipulation Attack in Local Differential Privacy using Verifiable Randomization Mechanism Fumiyuki Kato Yang Cao Masatoshi Yoshikawa AAML 65 31 0 14 Apr 2021
Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks] Graham Cormode Samuel Maddock Carsten Maple 59 54 0 30 Mar 2021
PrivSyn: Differentially Private Data Synthesis Zhikun Zhang Tianhao Wang Ninghui Li Jean Honorio Michael Backes Shibo He Jiming Chen Yang Zhang SyDa 65 64 0 30 Dec 2020
Secure Hot Path Crowdsourcing with Local Differential Privacy under Fog Computing Architecture Mengmeng Yang Ivan Tjuawinata Kwok Yan Lam Jun Zhao Lin Sun FedML 56 24 0 26 Dec 2020
Answering Multi-Dimensional Range Queries under Local Differential Privacy Jianyu Yang Tianhao Wang Ninghui Li Xiang Cheng Sen Su 66 37 0 14 Sep 2020
Local Differential Privacy and Its Applications: A Comprehensive Survey Mengmeng Yang Lingjuan Lyu Jun Zhao Tianqing Zhu Kwok-Yan Lam 90 146 0 09 Aug 2020
Estimating Numerical Distributions under Local Differential Privacy Zitao Li Tianhao Wang Milan Lopuhaä-Zwakenberg B. Škorić Ninghui Li 58 92 0 02 Dec 2019
Data Poisoning Attacks to Local Differential Privacy Protocols Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong AAML 108 78 0 05 Nov 2019
Information-theoretic metrics for Local Differential Privacy protocols Milan Lopuhaä-Zwakenberg B. Škorić Ninghui Li 42 15 0 17 Oct 2019