Real-World Trajectory Sharing with Local Differential Privacy

Real-World Trajectory Sharing with Local Differential Privacy

4 August 2021

Teddy Cunningham

Hakan Ferhatosmanoglu

Papers citing "Real-World Trajectory Sharing with Local Differential Privacy"

19 / 19 papers shown

Title
Poisoning Attacks to Local Differential Privacy Protocols for Trajectory Data I-Jung Hsu Chih-Hsun Lin Chia-Mu Yu Sy-Yen Kuo Chun-ying Huang AAML 44 0 0 06 Mar 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 58 0 0 05 Mar 2025
TraCS: Trajectory Collection in Continuous Space under Local Differential Privacy Ye Zheng Yidan Hu 59 0 0 01 Dec 2024
Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis Mohammad Zbeeb Mohammad Ghorayeb Mariam Salman 31 0 0 04 Nov 2024
Grid-Based Decompositions for Spatial Data under Local Differential Privacy Alina Geiger Dominik Sobania Ameer Taweel Mehmet Emre Gursoy 30 0 0 31 Jul 2024
Real-Time Trajectory Synthesis with Local Differential Privacy Yujia Hu Yuntao Du Zhikun Zhang Ziquan Fang Lu Chen Kai Zheng Yunjun Gao 26 8 0 17 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 21 5 0 14 Mar 2024
SoK: Can Trajectory Generation Combine Privacy and Utility? Erik Buchholz A. Abuadbba Shuo Wang Surya Nepal S. Kanhere 21 3 0 12 Mar 2024
A Privacy-Preserving Trajectory Synthesis Method Based on Vector Translation Invariance Supporting Traffic Constraints Zechen Liu Wei Song Yuhan Wang 23 0 0 08 Oct 2023
Trajectory Data Collection with Local Differential Privacy Yuemin Zhang Qingqing Ye Rui Chen Haibo Hu Qilong Han 24 21 0 18 Jul 2023
Differentially Private Streaming Data Release under Temporal Correlations via Post-processing Xuyang Cao Yang Cao Primal Pappachan Atsuyoshi Nakamura Masatoshi Yoshikawa 23 2 0 23 Jun 2023
A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management Liyue Chen Jiangyi Fang Zhe Yu Yongxin Tong Shaosheng Cao Leye Wang AI4TS 16 7 0 05 Jun 2023
Concentrated Geo-Privacy Yuting Liang K. Yi 11 5 0 31 May 2023
LDPTrace: Locally Differentially Private Trajectory Synthesis Yuntao Du Yujia Hu Zhikun Zhang Ziquan Fang Lu Chen Baihua Zheng Yunjun Gao 16 44 0 13 Feb 2023
Machine Learning for Synthetic Data Generation: A Review Ying-Cheng Lu Minjie Shen Huazheng Wang Xiao Wang Capucine Van Rechem Tianfan Fu Wenqi Wei SyDa 31 140 0 08 Feb 2023
A privacy preserving querying mechanism with high utility for electric vehicles U. Atmaca Sayan Biswas Carsten Maple C. Palamidessi 28 6 0 04 Jun 2022
GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy Teddy Cunningham Konstantin Klemmer Hongkai Wen Hakan Ferhatosmanoglu 25 11 0 18 May 2022
Permute-and-Flip: A new mechanism for differentially private selection Ryan McKenna Daniel Sheldon 107 47 0 23 Oct 2020
Quantifying Differential Privacy under Temporal Correlations Yang Cao Masatoshi Yoshikawa Yonghui Xiao Li Xiong 54 103 0 24 Oct 2016