Utility-Optimized Local Differential Privacy Mechanisms for Distribution Estimation

30 July 2018

Papers citing "Utility-Optimized Local Differential Privacy Mechanisms for Distribution Estimation"

25 / 25 papers shown

Title
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
On the Vulnerability of Text Sanitization Meng Tong Kejiang Chen Xiaojian Yuang Jing Liu Weinan Zhang Nenghai Yu Jie Zhang 129 0 0 22 Oct 2024
A Summary of Privacy-Preserving Data Publishing in the Local Setting Wenjun Lin Jiahao Qian Wenwen Liu Lang Wu 49 0 0 19 Dec 2023
Quantum Pufferfish Privacy: A Flexible Privacy Framework for Quantum Systems Theshani Nuradha Ziv Goldfeld Mark M. Wilde 79 15 0 22 Jun 2023
Differentially Private Natural Language Models: Recent Advances and Future Directions Lijie Hu Ivan Habernal Lei Shen Di Wang AAML 87 19 0 22 Jan 2023
Graph Analysis in Decentralized Online Social Networks with Fine-Grained Privacy Protection Lele Zheng Bowen Deng Tao Zhang Yulong Shen Yang Cao 39 0 0 10 Dec 2022
Local Differentially Private Frequency Estimation based on Learned Sketches Meifan Zhang Sixin Lin Lihua Yin 49 2 0 31 Oct 2022
L-SRR: Local Differential Privacy for Location-Based Services with Staircase Randomized Response Han Wang Hanbin Hong Li Xiong Zhan Qin Yuan Hong 20 38 0 29 Sep 2022
A Customized Text Sanitization Mechanism with Differential Privacy Hui Chen Fengran Mo Yanhao Wang Cen Chen J. Nie Chengyu Wang Jamie Cui 92 36 0 04 Jul 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
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
Communication-Efficient Triangle Counting under Local Differential Privacy Jacob Imola Takao Murakami Kamalika Chaudhuri 134 32 0 13 Oct 2021
Differential Privacy for Text Analytics via Natural Text Sanitization Xiang Yue Minxin Du Tianhao Wang Yaliang Li Huan Sun Sherman S. M. Chow 96 86 0 02 Jun 2021
Asymmetric Differential Privacy Shun Takagi Yang Cao Masatoshi Yoshikawa 127 7 0 01 Mar 2021
Bayes Security: A Not So Average Metric K. Chatzikokolakis Giovanni Cherubin C. Palamidessi Carmela Troncoso 77 14 0 06 Nov 2020
Improving Utility of Differentially Private Mechanisms through Cryptography-based Technologies: a Survey Wen Huang Shijie Zhou Tianqing Zhu Yongjian Liao FedML 38 1 0 02 Nov 2020
Estimating Sparse Discrete Distributions Under Local Privacy and Communication Constraints Jayadev Acharya Peter Kairouz Yuhan Liu Ziteng Sun 49 5 0 30 Oct 2020
Locally Differentially Private Analysis of Graph Statistics Jacob Imola Takao Murakami Kamalika Chaudhuri 134 96 0 17 Oct 2020
Toward Evaluating Re-identification Risks in the Local Privacy Model Takao Murakami Kenta Takahashi AAML 62 10 0 16 Oct 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
Providing Input-Discriminative Protection for Local Differential Privacy Xiaolan Gu Ming Li Li Xiong Yang Cao 78 42 0 04 Nov 2019
Improving Utility and Security of the Shuffler-based Differential Privacy Tianhao Wang Bolin Ding Min Xu Zhicong Huang Cheng Hong Jingren Zhou Ninghui Li S. Jha 143 11 0 30 Aug 2019
Local Distribution Obfuscation via Probability Coupling Yusuke Kawamoto Takao Murakami 63 7 0 13 Jul 2019
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 160 126 0 04 Jun 2019
Local Obfuscation Mechanisms for Hiding Probability Distributions Yusuke Kawamoto Takao Murakami 127 26 0 03 Dec 2018