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2013 | OriginalPaper | Buchkapitel

A New Grid-Based Cloaking Scheme for Continuous Queries in Centralized LBS Systems

verfasst von : Hyeong-Il Kim, Mi-Young Jang, Min Yoon, Jae-Woo Chang

Erschienen in: Multimedia and Ubiquitous Engineering

Verlag: Springer Netherlands

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Abstract

Recent development in wireless communication technology and mobile equipment is making location-based services (LBSs) more popular day by day. However, because users continuously send queries to a server by using their exact locations in the LBSs, private information can be in danger. Therefore, a mechanism for users’ privacy protection is required for the safe and comfortable use of LBSs. For this, we, in this paper, propose a grid-based cloaking area creation scheme in order to support continuous queries in LBSs. Our scheme creates a cloaking area rapidly by using grid-based cell expansion to efficiently support the continuous LBSs. In addition, to generate a cloaking area which lowers the exposure probability of a mobile user to a minimum level, our scheme computes a privacy protection degree by granting weights to the mobile users. Finally, we show from our performance analysis that our cloaking scheme shows better performance than the existing cloaking scheme.

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Literatur
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Zurück zum Zitat Xu T, Cai Y (2007) Location anonymity in continuous location-based services. In: ACMGIS, pp 221–238 Xu T, Cai Y (2007) Location anonymity in continuous location-based services. In: ACMGIS, pp 221–238
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Zurück zum Zitat Mokbel M, Chow C, Aref W (2006) The new casper: query processing for location services without compromising privacy. In: Proceedings of the international conference on very large data bases, pp 763–774 Mokbel M, Chow C, Aref W (2006) The new casper: query processing for location services without compromising privacy. In: Proceedings of the international conference on very large data bases, pp 763–774
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Zurück zum Zitat Xu T, Cai Y (2009) Location anonymity in continuous location-based services. In: Proceedings of ACM conference on computer and communications security, pp 348–357 Xu T, Cai Y (2009) Location anonymity in continuous location-based services. In: Proceedings of ACM conference on computer and communications security, pp 348–357
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Zurück zum Zitat Yang L, Wei L, Shi H, Liu Q, Yang D (2011) Location cloaking algorithms based on regional characteristics. In: Proceedings of the international conference on computer science and automation engineering, pp 93–98 Yang L, Wei L, Shi H, Liu Q, Yang D (2011) Location cloaking algorithms based on regional characteristics. In: Proceedings of the international conference on computer science and automation engineering, pp 93–98
5.
Zurück zum Zitat Jang M, Chang J (2012) New cloaking method based on weighted adjacency graph for preserving user location privacy in LBS. In: Proceedings of computer science and its applications, pp 129–138 Jang M, Chang J (2012) New cloaking method based on weighted adjacency graph for preserving user location privacy in LBS. In: Proceedings of computer science and its applications, pp 129–138
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Zurück zum Zitat Brinkhoff T (2002) A framework for generating network-based moving objects. GeoInformatica 6(2):153–180CrossRefMATH Brinkhoff T (2002) A framework for generating network-based moving objects. GeoInformatica 6(2):153–180CrossRefMATH
Metadaten
Titel
A New Grid-Based Cloaking Scheme for Continuous Queries in Centralized LBS Systems
verfasst von
Hyeong-Il Kim
Mi-Young Jang
Min Yoon
Jae-Woo Chang
Copyright-Jahr
2013
Verlag
Springer Netherlands
DOI
https://doi.org/10.1007/978-94-007-6738-6_43

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