Residential College | false |
Status | 已發表Published |
A context-aware scheme for privacy-preserving location-based services | |
Pingley A.; Yu W.; Zhang N.; Fu X.; Zhao W. | |
2012 | |
Source Publication | Computer Networks |
ISSN | 13891286 |
Volume | 56Issue: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. |
Keyword | Locality-preserving Location-based Service Vhc-mapping |
DOI | 10.1016/j.comnet.2012.03.022 |
URL | View the original |
Language | 英語English |
WOS ID | WOS:000306718900001 |
The Source to Article | Scopus |
Scopus ID | 2-s2.0-84863331774 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | University 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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