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Personalized Privacy‐Preserving Trajectory Data Publishing
Chinese Journal of Electronics, 2017Due 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
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An Enhanced Method of Trajectory Privacy Preservation Through Trajectory Reconstruction
2017Trajectory 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
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Privacy and Security in Spatiotemporal Data and Trajectories
2008The 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
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TCPP: Achieving Privacy-Preserving Trajectory Correlation With Differential Privacy
IEEE Transactions on Information Forensics and Security, 2023Lei Wu +4 more
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A Privacy-Preserving Trajectory Mining Model
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023Ziyang Wang +3 more
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Sociotechnical safeguards for genomic data privacy
Nature Reviews Genetics, 2022Zhiyu Wan +2 more
exaly
A Comprehensive Survey of Privacy-preserving Federated Learning
ACM Computing Surveys, 2022Xuefei Yin, Yanming Zhu, Jiankun Hu
exaly
Functional genomics data: privacy risk assessment and technological mitigation
Nature Reviews Genetics, 2021Gamze Gürsoy, Tianxiao Li, Susanna Liu
exaly
Regulatory, safety, and privacy concerns of home monitoring technologies during COVID-19
Nature Medicine, 2020Sara Gerke, Carmel Shachar
exaly