A Privacy-Preserving Location-Based System for Continuous Spatial Queries
Joint Authors
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-10-24
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Telecommunications Engineering
Abstract EN
K -anonymization generated a cloaked region (CR) that was K-anonymous; that is, the query issuer was indistinguishable from K-1 other users (nearest neighbors) within the CR.
This reduced the probability of the query issuer’s location being exposed to untrusted parties (1/K).
However, location cloaking is vulnerable to query tracking attacks, wherein the adversary can infer the query issuer by comparing the two regions in continuous LBS queries.
This paper proposes a novel location cloaking method to resist this attack.
The target systems of the proposed method are road networks where the mobile clients’ trajectories are fixed (the road network is preknown and fixed, instead of the trajectories), such as subways, railways, and highways.
The proposed method, called adaptive-fixed K-anonymization (A-KF), takes this issue into account and generates smaller CRs without compromising the privacy of the query issuer’s location.
Our results show that the proposed A-KF method outperforms previous location cloaking methods.
American Psychological Association (APA)
Song, Doohee& Park, Kwangjin. 2016. A Privacy-Preserving Location-Based System for Continuous Spatial Queries. Mobile Information Systems،Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1111561
Modern Language Association (MLA)
Song, Doohee& Park, Kwangjin. A Privacy-Preserving Location-Based System for Continuous Spatial Queries. Mobile Information Systems No. 2016 (2016), pp.1-9.
https://search.emarefa.net/detail/BIM-1111561
American Medical Association (AMA)
Song, Doohee& Park, Kwangjin. A Privacy-Preserving Location-Based System for Continuous Spatial Queries. Mobile Information Systems. 2016. Vol. 2016, no. 2016, pp.1-9.
https://search.emarefa.net/detail/BIM-1111561
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1111561