[HTML][HTML] A trajectory privacy protection method based on random sampling differential privacy

T Ma, F Song - ISPRS International Journal of Geo-Information, 2021 - mdpi.com
With the popularity of location-aware devices (eg, smart phones), a large number of
trajectory data were collected. The trajectory dataset can be used in many fields including …

Novel trajectory privacy-preserving method based on clustering using differential privacy

X Zhao, D Pi, J Chen - Expert Systems with Applications, 2020 - Elsevier
With the development of location-aware technology, a large amount of location data of users
is collected by the trajectory database. If these trajectory data are directly used for data …

Differential privacy trajectory data protection scheme based on R-tree

S Yuan, D Pi, X Zhao, M Xu - Expert Systems with Applications, 2021 - Elsevier
With the popularization of mobile devices with positioning functions, location-based service
(LBS) plays a vital role in people's daily lives. The problem of privacy leakage becomes …

Research on trajectory data releasing method via differential privacy based on spatial partition

Q Han, Z Xiong, K Zhang - Security and Communication …, 2018 - Wiley Online Library
A number of security and privacy challenges of cyber system are arising due to the rapidly
evolving scale and complexity of modern system and networks. The cyber system is a …

RNN-DP: A new differential privacy scheme base on Recurrent Neural Network for Dynamic trajectory privacy protection

S Chen, A Fu, J Shen, S Yu, H Wang, H Sun - Journal of Network and …, 2020 - Elsevier
Mobile devices furnish users with various services while on the move, but also raise public
concerns about trajectory privacy. Unfortunately, traditional privacy protection methods, such …

A privacy-preserving trajectory data synthesis framework based on differential privacy

T Ma, Q Deng, H Rong, N Al-Nabhan - Journal of Information Security and …, 2023 - Elsevier
Trajectory data contains spatio-temporal information about a large number of moving
objects, and analysis of this data can yield a lot of valuable information to support a variety of …

[HTML][HTML] Trajectory data publication based on differential privacy

Z Gu, G Zhang - International Journal of Information Security and …, 2023 - igi-global.com
Analyzing trajectory data can provide people with a higher quality of life. However,
publishing trajectory data directly will leak privacy. The authors propose a trajectory data …

[HTML][HTML] Successive Trajectory Privacy Protection with Semantics Prediction Differential Privacy

J Zhang, Y Li, Q Ding, L Lin, X Ye - Entropy, 2022 - mdpi.com
The publication of trajectory data provides critical information for various location-based
services, and it is critical to publish trajectory data safely while ensuring its availability …

Novel trajectory privacy-preserving method based on prefix tree using differential privacy

X Zhao, D Pi, J Chen - Knowledge-Based Systems, 2020 - Elsevier
Location-based services, such as DiDi and bike sharing, are becoming increasingly popular.
However, the use of these services raises privacy concerns. In the past few years, differential …

Real-time trajectory data publishing method with differential privacy

F Li, J Yang, L Xue, D Sun - … Conference on Mobile Ad-Hoc and …, 2018 - ieeexplore.ieee.org
With the increasing popularity of location technologies and location-based service
applications, a large number of user's trajectory data have been collected. Publishing the …