Location privacy-preserving mechanisms in location-based services: A comprehensive survey

H Jiang, J Li, P Zhao, F Zeng, Z Xiao… - ACM Computing Surveys …, 2021 - dl.acm.org
Location-based services (LBSs) provide enhanced functionality and convenience of
ubiquitous computing, but they open up new vulnerabilities that can be utilized to violate the …

Protecting locations with differential privacy under temporal correlations

Y Xiao, L Xiong - Proceedings of the 22nd ACM SIGSAC conference on …, 2015 - dl.acm.org
Concerns on location privacy frequently arise with the rapid development of GPS enabled
devices and location-based applications. While spatial transformation techniques such as …

Sok: differential privacies

D Desfontaines, B Pejó - arXiv preprint arXiv:1906.01337, 2019 - arxiv.org
Shortly after it was first introduced in 2006, differential privacy became the flagship data
privacy definition. Since then, numerous variants and extensions were proposed to adapt it …

Synthesizing privacy preserving traces: Enhancing plausibility with social networks

P Zhao, H Jiang, J Li, F Zeng, X Zhu… - … /ACM Transactions on …, 2019 - ieeexplore.ieee.org
Due to the popularity of mobile computing and mobile sensing, users' traces can now be
readily collected to enhance applications' performance. However, users' location privacy …

Privacy-preserving Mechanisms of Continuous Location Queries Based on LBS: A Comprehensive Survey

X Wang, P Shi, J Li, Y Yang, F Yang… - … on Automation and …, 2022 - ieeexplore.ieee.org
recently, the fast growth of mobile devices and location technology has improved users' lives
and created enormous prospects for diverse applications. Users' lives have been made …

Differential privacy histogram publishing method based on dynamic sliding window

Q Chen, Z Ni, X Zhu, P Xia - Frontiers of Computer Science, 2023 - Springer
Differential privacy has recently become a widely recognized strict privacy protection model
of data release. Differential privacy histogram publishing can directly show the statistical …

Enabling Humanitarian Applications with Targeted Differential Privacy

N Kohli, J Blumenstock - arXiv preprint arXiv:2408.13424, 2024 - arxiv.org
The proliferation of mobile phones in low-and middle-income countries has suddenly and
dramatically increased the extent to which the world's poorest and most vulnerable …

Trajectory Hiding and Sharing for Supply Chains with Differential Privacy

T Li, L Xu, Z Erkin, RL Lagendijk - European Symposium on Research in …, 2023 - Springer
With the fast development of e-commerce, there is a higher demand for timely delivery.
Logistic companies want to send receivers a more accurate arrival prediction to improve …

A Framework for Managing Multifaceted Privacy Leakage While Optimizing Utility in Continuous LBS Interactions

A Bkakria, R Yaich - arXiv preprint arXiv:2404.13407, 2024 - arxiv.org
Privacy in Location-Based Services (LBS) has become a paramount concern with the
ubiquity of mobile devices and the increasing integration of location data into various …

Neighborhood Definition (N)

B Pejó, D Desfontaines - Guide to Differential Privacy Modifications: A …, 2022 - Springer
Differential privacy considers datasets differing in one record. In many scenarios, it makes
sense to protect a different property about their dataset, and all one has to do is change the …