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Revealing Privacy Vulnerabilities of Anonymous Trajectories

IEEE Transactions on Vehicular Technology, 2018
The proliferation of various mobile devices equipped with GPS positioning modules makes the collection of trajectories more easier than ever before, and more and more trajectory datasets have been available for business applications or academic researches.
Shan Chang   +4 more
openaire   +1 more source

Trajectory Privacy Protection on Spatial Streaming Data with Differential Privacy

2018 IEEE Global Communications Conference (GLOBECOM), 2018
Continuously sharing user's trajectory data which contain one's location information makes the crowd sensing of the traffic dynamics and mobility trends feasible. This kind of spatial streaming data is beneficial for intelligent transportation but at the risk of disclosing personal privacy, even if it is published in statistical form such as “the ...
Xiang Liu   +3 more
openaire   +1 more source

Personalized Privacy‐Preserving Trajectory Data Publishing

Chinese Journal of Electronics, 2017
Due to the popularity of mobile internet and location-aware devices, there is an explosion of location and trajectory data of moving objects. A few proposals have been proposed for privacy preserving trajectory data publishing, and most of them assume the attacks with the same adversarial background knowledge.
Qiwei Lu   +5 more
openaire   +1 more source

An Enhanced Method of Trajectory Privacy Preservation Through Trajectory Reconstruction

2017
Trajectory data of mobile users contain plenty of sensitive spatial and temporal information, and can support many applications through data analysing and mining. However, re-identification attack and inference attack on such data may cause serious personal privacy leakage.
Yan Dai, Jie Shao
openaire   +1 more source

Privacy and Security in Spatiotemporal Data and Trajectories

2008
The European directive 2002/58/EC requires providers of public communication networks and electronic communication services to adopt techniques to ensure data security and privacy. This directive states, among others, that the provider of a publicly available electronic communication service must take appropriate technical and organizational measures ...
V. Verykios   +2 more
openaire   +2 more sources

Local Trajectory Privacy Protection in 5G Enabled Industrial Intelligent Logistics

IEEE Transactions on Industrial Informatics, 2022
Zhigang Yang, Ruyan Wang, Dapeng Wu
exaly  

A Privacy-Preserving Trajectory Mining Model

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Ziyang Wang   +3 more
openaire   +1 more source

Protecting Location Privacy of Users Based on Trajectory Obfuscation in Mobile Crowdsensing

IEEE Transactions on Industrial Informatics, 2022
Zhigang Gao, Yucai Huang, Leilei Zheng
exaly  

Semantic-Aware Privacy-Preserving Online Location Trajectory Data Sharing

IEEE Transactions on Information Forensics and Security, 2022
Zhirun Zheng, Zhetao Li, Hongbo Jiang
exaly  

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