Protection of query privacy for continuous location based services

Aniket Pingley, Nan Zhang, Xinwen Fu, Hyeong Ah Choi, Suresh Subramaniam, Wei Zhao

Research output: Chapter in Book/Report/Conference proceedingConference contribution

111 Scopus citations

Abstract

Location-based services (LBS) have become an immensely valuable source of real-time information and guidance. Nonetheless, the potential abuse of users' sensitive personal data by an LBS server is evolving into a serious concern. Privacy concerns in LBS exist on two fronts: location privacy and query privacy. In this paper we investigate issues related to query privacy. In particular, we aim to prevent the LBS server from correlating the service attribute, e.g., bar/tavern, in the query to the user's real-world identity. Location obfuscation using spatial generalization aided by anonymization of LBS queries is a conventional means to this end. However, effectiveness of this technique would abate in continuous LBS scenarios, i.e., where users are moving and recurrently requesting for LBS. In this paper, we present a novel query-perturbation-based scheme that protects query privacy in continuous LBS even when user-identities are revealed. Unlike most exiting works, our scheme does not require the presence of a trusted third party.

Original languageEnglish (US)
Title of host publication2011 Proceedings IEEE INFOCOM
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1710-1718
Number of pages9
ISBN (Print)9781424499212
DOIs
StatePublished - Jan 1 2011

Publication series

NameProceedings - IEEE INFOCOM
ISSN (Print)0743-166X

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Electrical and Electronic Engineering

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    Pingley, A., Zhang, N., Fu, X., Choi, H. A., Subramaniam, S., & Zhao, W. (2011). Protection of query privacy for continuous location based services. In 2011 Proceedings IEEE INFOCOM (pp. 1710-1718). [5934968] (Proceedings - IEEE INFOCOM). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INFCOM.2011.5934968