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A context-aware scheme for privacy-preserving location-based services
Pingley A.; Yu W.; Zhang N.; Fu X.; Zhao W.
2012
Source PublicationComputer Networks
ISSN13891286
Volume56Issue:11Pages:2551
Abstract

We address issues related to privacy protection in location-based services (LBSs). Most existing privacy-preserving LBS techniques either require a trusted third-party (anonymizer) or use cryptographic protocols that are computationally and communicationally expensive. Our design of privacy-preserving techniques is principled on not requiring a trusted third-party while being highly efficient in terms of time and space complexities. The problem has two interesting and challenging characteristics: First, the degree of privacy protection and LBS accuracy depends on the context, such as population and road density, around a user's location. Second, an adversary may violate a user's location privacy in two ways: (i) based on the user's location information contained in the LBS query payload and (ii) by inferring a user's geographical location based on the device's IP address. To address these challenges, we introduce CAP, a context-aware privacy-preserving LBS system with integrated protection for both data privacy and communication anonymity. We have implemented CAP and integrated it with Google Maps, a popular LBS system. Theoretical analysis and experimental results validate CAP's effectiveness on privacy protection, LBS accuracy, and communication QoS (Quality-of-Service). © 2012 Elsevier B.V. All rights reserved.

KeywordLocality-preserving Location-based Service Vhc-mapping
DOI10.1016/j.comnet.2012.03.022
URLView the original
Language英語English
WOS IDWOS:000306718900001
The Source to ArticleScopus
Scopus ID2-s2.0-84863331774
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
Pingley A.,Yu W.,Zhang N.,et al. A context-aware scheme for privacy-preserving location-based services[J]. Computer Networks, 2012, 56(11), 2551.
APA Pingley A.., Yu W.., Zhang N.., Fu X.., & Zhao W. (2012). A context-aware scheme for privacy-preserving location-based services. Computer Networks, 56(11), 2551.
MLA Pingley A.,et al."A context-aware scheme for privacy-preserving location-based services".Computer Networks 56.11(2012):2551.
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