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Conference Paper: Privacy preserving path recommendation for moving user on location based service

TitlePrivacy preserving path recommendation for moving user on location based service
Authors
KeywordsLocation privacy
Navigation
Predication
Issue Date2013
PublisherIEEE Computer Society. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1002946
Citation
The 10th IEEE International Conference on Ubiquitous Intelligence and Computing and 10th IEEE International Conference on Autonomic and Trusted Computing (UIC/ATC 2013), Vietri sul Mare, Italy, 18-21 December 2013. In Conference Proceedings, 2013, p. 33-40 How to Cite?
AbstractWith the increasing adoption of location based services, privacy is becoming a major concern. To hide the identity and location of a request on location based service, most methods consider a set of users in a reasonable region so as to confuse their requests. When there are not enough users, the cloaking region needs expanding to a larger area or the response needs delay. Either way degrades the quality-of-service. In this paper, we tackle the privacy problem in a predication way by recommending a privacy-preserving path for a requester. We consider the popular navigation application, where users may continuously query different location based servers during their movements. Based on a set of metrics on privacy, distance and the quality of services that a LBS requester often desires, a secure path is computed for each request according to user's preference, and can be dynamically adjusted when the situation is changed. A set of experiments are performed to verify our method and the relationship between parameters are discussed in details. We also discuss how to apply our method into practical applications. © 2013 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/203651
ISBN

 

DC FieldValueLanguage
dc.contributor.authorSun, Yen_US
dc.contributor.authorXu, Hen_US
dc.contributor.authorCheng, Ren_US
dc.date.accessioned2014-09-19T15:49:10Z-
dc.date.available2014-09-19T15:49:10Z-
dc.date.issued2013en_US
dc.identifier.citationThe 10th IEEE International Conference on Ubiquitous Intelligence and Computing and 10th IEEE International Conference on Autonomic and Trusted Computing (UIC/ATC 2013), Vietri sul Mare, Italy, 18-21 December 2013. In Conference Proceedings, 2013, p. 33-40en_US
dc.identifier.isbn978-1-4799-2481-3-
dc.identifier.urihttp://hdl.handle.net/10722/203651-
dc.description.abstractWith the increasing adoption of location based services, privacy is becoming a major concern. To hide the identity and location of a request on location based service, most methods consider a set of users in a reasonable region so as to confuse their requests. When there are not enough users, the cloaking region needs expanding to a larger area or the response needs delay. Either way degrades the quality-of-service. In this paper, we tackle the privacy problem in a predication way by recommending a privacy-preserving path for a requester. We consider the popular navigation application, where users may continuously query different location based servers during their movements. Based on a set of metrics on privacy, distance and the quality of services that a LBS requester often desires, a secure path is computed for each request according to user's preference, and can be dynamically adjusted when the situation is changed. A set of experiments are performed to verify our method and the relationship between parameters are discussed in details. We also discuss how to apply our method into practical applications. © 2013 IEEE.-
dc.languageengen_US
dc.publisherIEEE Computer Society. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1002946-
dc.relation.ispartofSymposia and Workshop on Ubiquitous, Autonomic and Trusted Computing (UIC-ATC) Proceedingsen_US
dc.rightsSymposia and Workshop on Ubiquitous, Autonomic and Trusted Computing (UIC-ATC). Copyright © IEEE Computer Society.-
dc.rights©2013 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectLocation privacy-
dc.subjectNavigation-
dc.subjectPredication-
dc.titlePrivacy preserving path recommendation for moving user on location based serviceen_US
dc.typeConference_Paperen_US
dc.identifier.emailCheng, R: ckcheng@cs.hku.hken_US
dc.identifier.authorityCheng, R=rp00074en_US
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1109/UIC-ATC.2013.16-
dc.identifier.scopuseid_2-s2.0-84894211069-
dc.identifier.hkuros239396en_US
dc.identifier.spage33-
dc.identifier.epage40-
dc.publisher.placeUnited States-
dc.customcontrol.immutablesml 141006-

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