LDPTrace: Locally Differentially Private Trajectory Synthesis

13 February 2023

Papers citing "LDPTrace: Locally Differentially Private Trajectory Synthesis"

26 / 26 papers shown

Title
Bilateral Differentially Private Vertical Federated Boosted Decision Trees Bokang Zhang Zhikun Zhang Haodong Jiang Y. Liu Lihao Zheng Yuxiao Zhou Shuaiting Huang Junfeng Wu FedML 77 0 0 30 Apr 2025
Multi-class Item Mining under Local Differential Privacy Yulian Mao Qingqing Ye Rong Du Qi Wang Kai Huang Haibo Hu 17 0 0 18 Apr 2025
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
Federated Heavy Hitter Analytics with Local Differential Privacy Yuemin Zhang Qingqing Ye Haibo Hu FedML 82 1 0 03 Jan 2025
Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs Xi He Kai Huang Qingqing Ye Haibo Hu AAML 31 0 0 31 Dec 2024
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 34 0 0 04 Nov 2024
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus Bangchao Deng Xin Jing Tianyue Yang Bingqing Qu Philippe Cudre-Mauroux Dingqi Yang 29 0 0 20 Sep 2024
NetDPSyn: Synthesizing Network Traces under Differential Privacy Danyu Sun Joann Qiongna Chen Chen Gong Tianhao Wang Zhou Li 52 1 0 08 Sep 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
Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review Alexandra Kapp J. Hansmeyer Helena Mihaljević 39 15 0 12 Jul 2024
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model Yuanshao Zhu James J. Q. Yu Xiangyu Zhao Qidong Liu Yongchao Ye Wei Chen Zijian Zhang Xuetao Wei Yuxuan Liang 34 21 0 23 Apr 2024
DPTraj-PM: Differentially Private Trajectory Synthesis Using Prefix Tree and Markov Process Nana Wang Mohan S. Kankanhalli 30 1 0 22 Apr 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
DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training Zihao Wang Rui Zhu Dongruo Zhou Zhikun Zhang John C. Mitchell Haixu Tang XiaoFeng Wang AAML 43 6 0 05 Mar 2024
A Privacy-Preserving Trajectory Synthesis Method Based on Vector Translation Invariance Supporting Traffic Constraints Zechen Liu Wei Song Yuhan Wang 31 0 0 08 Oct 2023
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning L. Du Min Chen Mingyang Sun Shouling Ji Peng Cheng Jiming Chen Zhikun Zhang OffRL 35 8 0 06 Sep 2023
DPMLBench: Holistic Evaluation of Differentially Private Machine Learning Chengkun Wei Ming-Hui Zhao Zhikun Zhang Min Chen Wenlong Meng Bodong Liu Yuan-shuo Fan Wenzhi Chen 32 11 0 10 May 2023
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model Yuanshao Zhu Yongchao Ye Shiyao Zhang Xiangyu Zhao James J. Q. Yu 30 41 0 23 Apr 2023
FACE-AUDITOR: Data Auditing in Facial Recognition Systems Min Chen Zhikun Zhang Tianhao Wang Michael Backes Yang Zhang CVBM 30 14 0 05 Apr 2023
PrivGraph: Differentially Private Graph Data Publication by Exploiting Community Information Quan Yuan Zhikun Zhang L. Du Min Chen Peng Cheng Mingyang Sun 15 19 0 05 Apr 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 33 140 0 08 Feb 2023
PrivTrace: Differentially Private Trajectory Synthesis by Adaptive Markov Model Haiming Wang Zhikun Zhang Tianhao Wang Shibo He Michael Backes Jiming Chen Yang Zhang 38 35 0 02 Oct 2022
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 90 36 0 14 Oct 2021
Quantifying Differential Privacy under Temporal Correlations Yang Cao Masatoshi Yoshikawa Yonghui Xiao Li Xiong 56 103 0 24 Oct 2016