Locally Differentially Private Heavy Hitter Identification

22 August 2017

Papers citing "Locally Differentially Private Heavy Hitter Identification"

43 / 43 papers shown

Title
Mitigating Data Poisoning Attacks to Local Differential Privacy Xiaolin Li Ninghui Li Boyang Wang Wenhai Sun AAML 50 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
Bipartite Randomized Response Mechanism for Local Differential Privacy Shun Zhang Hai Zhu Zhili Chen N. Xiong 68 0 0 29 Apr 2025
From Randomized Response to Randomized Index: Answering Subset Counting Queries with Local Differential Privacy Qingqing Ye Liantong Yu Kai Huang Xiaokui Xiao Weiran Liu Haibo Hu 102 0 0 24 Apr 2025
Multi-class Item Mining under Local Differential Privacy Yulian Mao Qingqing Ye Rong Du Qi Wang Kai Huang Haibo Hu 96 0 0 18 Apr 2025
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 227 1 0 03 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
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
DP-RuL: Differentially-Private Rule Learning for Clinical Decision Support Systems Josephine Lamp Lu Feng David Evans 47 0 0 15 May 2024
Real-Time Trajectory Synthesis with Local Differential Privacy Yujia Hu Yuntao Du Zhikun Zhang Ziquan Fang Lu Chen Kai Zheng Yunjun Gao 74 9 0 17 Apr 2024
PrivShape: Extracting Shapes in Time Series under User-Level Local Differential Privacy Yulian Mao Qingqing Ye Haibo Hu Qi Wang Kai Huang AI4TS 27 4 0 05 Apr 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
Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory Xiaochen Li Weiran Liu Jian Lou Yuan Hong Lei Zhang Zhan Qin Kui Ren FedML 39 10 0 27 Nov 2023
Local Differential Privacy for Smart Meter Data Sharing Yashothara Shanmugarasa M. Chamikara Hye-Young Paik S. Kanhere Liming Zhu 18 1 0 08 Nov 2023
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective Héber H. Arcolezi Sébastien Gambs 90 2 0 04 Sep 2023
Differentially Private Heavy Hitter Detection using Federated Analytics Karan N. Chadha Junye Chen John C. Duchi Vitaly Feldman H. Hashemi O. Javidbakht Audra McMillan Kunal Talwar FedML 59 10 0 21 Jul 2023
Privacy-Preserving Federated Heavy Hitter Analytics for Non-IID Data Jiaqi Shao Shanshan Han Chaoyang He B. Luo FedML 58 1 0 05 Jul 2023
PrivSketch: A Private Sketch-based Frequency Estimation Protocol for Data Streams Ying Li Xiaodong Lee Botao Peng Themis Palpanas Jingán Xue 55 5 0 21 Jun 2023
Privacy Amplification via Shuffling: Unified, Simplified, and Tightened Shaowei Wang FedML 96 9 0 11 Apr 2023
Better Differentially Private Approximate Histograms and Heavy Hitters using the Misra-Gries Sketch C. Lebeda Jakub Tvetek 52 11 0 06 Jan 2023
DPIS: An Enhanced Mechanism for Differentially Private SGD with Importance Sampling Jianxin Wei Ergute Bao X. Xiao Yifan Yang 90 21 0 18 Oct 2022
A normal approximation for joint frequency estimatation under Local Differential Privacy T. Carette 56 0 0 23 May 2022
FLDP: Flexible strategy for local differential privacy Danting Zhao Suyun Zhao Ruixuan Liu Cuiping Li Wenjuan Liang Hong Chen 53 3 0 28 Mar 2022
Privacy Concerns Raised by Pervasive User Data Collection From Cyberspace and Their Countermeasures Yinhao Jiang Ba-Dung Le T. Zia Praveen Gauravaram 39 1 0 09 Feb 2022
OPTT: Optimal Piecewise Transformation Technique for Analyzing Numerical Data under Local Differential Privacy Fei Ma Renbo Zhu Ping Wang 43 1 0 09 Dec 2021
Poisoning Attacks to Local Differential Privacy Protocols for Key-Value Data Yongji Wu Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong AAML 70 34 0 22 Nov 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
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
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches Hao Wu Anthony Wirth FedML 36 5 0 15 Jun 2021
Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks] Graham Cormode Samuel Maddock Carsten Maple 59 54 0 30 Mar 2021
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
Compressive Sensing Approaches for Sparse Distribution Estimation Under Local Privacy Zhongzheng Xiong Jialin Sun Xiaojun Mao Jian Wang Sha Ying Zengfeng Huang 20 2 0 03 Dec 2020
A Comprehensive Survey on Local Differential Privacy Toward Data Statistics and Analysis Teng Wang Xuefeng Zhang Xuefeng Zhang Xinyu Yang 96 88 0 11 Oct 2020
Local Differential Privacy and Its Applications: A Comprehensive Survey Mengmeng Yang Lingjuan Lyu Jun Zhao Tianqing Zhu Kwok-Yan Lam 89 146 0 09 Aug 2020
Building a Collaborative Phone Blacklisting System with Local Differential Privacy Daniele Ucci R. Perdisci Jaewoo Lee M. Ahamad 21 3 0 16 Jun 2020
Continuous Release of Data Streams under both Centralized and Local Differential Privacy Tianhao Wang Joann Qiongna Chen Zhikun Zhang D. Su Yueqiang Cheng Zhou Li Ninghui Li S. Jha 52 77 0 24 May 2020
Data Poisoning Attacks to Local Differential Privacy Protocols Xiaoyu Cao Jinyuan Jia Neil Zhenqiang Gong AAML 105 78 0 05 Nov 2019
Collecting and Analyzing Multidimensional Data with Local Differential Privacy Ning Wang Xiaokui Xiao Yifan Yang Jun Zhao S. Hui Hyejin Shin Junbum Shin Ge Yu 61 327 0 28 Jun 2019
Locally Differentially Private Data Collection and Analysis Teng Wang Jun Zhao Xinyu Yang Xuebin Ren 63 13 0 05 Jun 2019
Locally Differentially Private Frequency Estimation with Consistency Tianhao Wang Milan Lopuhaä-Zwakenberg Zitao Li B. Škorić Ninghui Li 97 80 0 20 May 2019
Crypt $ε$ : Crypto-Assisted Differential Privacy on Untrusted Servers A. Chowdhury Chenghong Wang Xi He Ashwin Machanavajjhala S. Jha 26 6 0 20 Feb 2019
Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge Jinyuan Jia Neil Zhenqiang Gong 105 42 0 05 Dec 2018