Multi-user location correlation protection with differential privacy

L Ou, Z Qin, Y Liu, H Yin, Y Hu… - 2016 IEEE 22nd …, 2016 - ieeexplore.ieee.org
In the big data era, with the rapid development of location-based applications, GPS enabled
devices and big data institutions, location correlation privacy raises more and more people's …

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 …

A location correlation differential privacy extension scheme based on user spatiotemporal characteristics

R Gui, X Zhang, X Gui, J Han - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
With the popularity of mobile terminals with GPS functions, location-based services are
widely used, and all kinds of user information attached to the location are facing the risk of …

Vector-indistinguishability: location dependency based privacy protection for successive location data

Y Zhao, J Chen - IEEE Transactions on Computers, 2023 - ieeexplore.ieee.org
With the wide use of GPS enabled devices and Location-Based Services, location privacy
has become an increasingly worrying challenge to our community. Existing approaches …

Location privacy preservation and location-based service quality tradeoff framework based on differential privacy

T Feng, WC Wong, S Sun, Y Zhao… - 2019 16th Workshop on …, 2019 - ieeexplore.ieee.org
With the widespread use of location-based services and the development of localization
systems, user's locations and even sensitive information can be easily accessed by some …

Hide me behind the noise: Local differential privacy for indoor location privacy

H Navidan, V Moghtadaiee, N Nazaran… - 2022 IEEE European …, 2022 - ieeexplore.ieee.org
The advent of numerous indoor location-based services (LBSs) and the widespread use of
many types of mobile devices in indoor environments have resulted in generating a massive …

A model for context-aware location identity preservation using differential privacy

R Assam, T Seidl - 2013 12th IEEE International Conference on …, 2013 - ieeexplore.ieee.org
Geospatial data emanating from GPS-enabled pervasive devices reflects the mobility and
interactions between people and places, and poses serious threats to privacy. Most of the …

[PDF][PDF] Dynamic Differential Location Privacy with Personalized Error Bounds.

L Yu, L Liu, C Pu - NDSS, 2017 - eecis.udel.edu
Location privacy continues to attract significant attentions in recent years, fueled by the rapid
growth of locationbased services (LBSs) and smart mobile devices. Location obfuscation …

Generating Location Traces With Semantic-Constrained Local Differential Privacy

X Sun, Q Ye, H Hu, J Duan, Q Xue, T Wo… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Valuable information and knowledge can be learned from users' location traces and support
various location-based applications such as intelligent traffic control, incident response, and …

Eclipse: Preserving differential location privacy against long-term observation attacks

B Niu, Y Chen, Z Wang, F Li, B Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mechanisms built upon geo-indistinguishability render location privacy, where a user can
submit obfuscated locations to Location-Based Service providers but still be able to correctly …