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Article
Anonymous Query Processing in Road Networks
IEEE Transactions on Knowlegde and Data Engineering
  • Kyriakos MOURATIDIS, Singapore Management University
  • Man Lung YIU
Publication Type
Journal Article
Version
acceptedVersion
Publication Date
1-2010
Abstract

The increasing availability of location-aware mobile devices has given rise to a flurry of location-based services (LBSs). Due to the nature of spatial queries, an LBS needs the user position in order to process her requests. On the other hand, revealing exact user locations to a (potentially untrusted) LBS may pinpoint their identities and breach their privacy. To address this issue, spatial anonymity techniques obfuscate user locations, forwarding to the LBS a sufficiently large region instead. Existing methods explicitly target processing in the euclidean space and do not apply when proximity to the users is defined according to network distance (e.g., driving time through the roads of a city). In this paper, we propose a framework for anonymous query processing in road networks. We design location obfuscation techniques that: 1) provide anonymous LBS access to the users and 2) allow efficient query processing at the LBS side. Our techniques exploit existing network database infrastructure, requiring no specialized storage schemes or functionalities. We experimentally compare alternative designs in real road networks and demonstrate the effectiveness of our techniques.

Keywords
  • spatial databases,
  • location privacy,
  • location-based services,
  • query processing,
  • road networks,
  • spatial anonymity
Identifier
10.1109/TKDE.2009.48
Publisher
IEEE
Creative Commons License
Creative Commons Attribution-Noncommercial-No Derivative Works 4.0
Additional URL
http://dx.doi.org/10.1109/TKDE.2009.48
Citation Information
Kyriakos MOURATIDIS and Man Lung YIU. "Anonymous Query Processing in Road Networks" IEEE Transactions on Knowlegde and Data Engineering Vol. 22 Iss. 1 (2010) p. 2 - 15 ISSN: 1041-4347
Available at: http://works.bepress.com/kyriakos_mouratidis/30/