nach oben

Peer-to-Peer Networking and Applications

Erschienen in:

01.07.2016

An optimal query strategy for protecting location privacy in location-based services

verfasst von: Wei-dong Yang, Yun-hua He, Li-min Sun, Xiang Lu, Xinghua Li

Erschienen in: Peer-to-Peer Networking and Applications | Ausgabe 4/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config

KI-gestützte Suche

Aus

Abstract

In this paper, an optimal query strategy is proposed for location privacy in location-based services (LBSs) from a game-theoretic perspective. Distributed location privacy metrics are proposed, and a user-centric model is proposed, in which users make their own decisions to protect their location privacy. In addition, the mobile users’ cooperation is formalized as a query strategy selection optimizing problem by using the framework of Bayesian games. Based on the analysis of Bayesian Nash Equilibria, a User Query Strategy Optimization Algorithm (UQSOA) is designed to help users achieve optimized utilities. We perform simulations to assess the privacy protection effectiveness of our approach and validate the theoretical properties of the UQSOA algorithm.

Vorheriger Artikel Top-k query processing in mobile-P2P networks using economic incentive schemes

Nächster Artikel Practical blacklist-based anonymous authentication scheme for mobile crowd sensing

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Xu T & Cai Y (2008) Exploring historical location data for anonymity preservation in location-based services. In: INFOCOM 2008. The 27th Conference on Computer Communications. IEEE

Liu X, Liu K, Guo L, Li X, & Fang Y (2013) A game-theoretic approach for achieving k-anonymity in Location Based Services. In: INFOCOM, 2013 Proceedings IEEE. IEEE, pp 2985–2993

Shokri R, Theodorakopoulos G, Troncoso C, Hubaux JP & Le Boudec JY (2012) Protecting location privacy: optimal strategy against localization attacks. In: Proceedings of the 2012 ACM conference on Computer and communications security. ACM, pp 617–627

Shokri R, Theodorakopoulos G, Le Boudec JY & Hubaux JP (2011) Quantifying location privacy. In: Security and Privacy (SP), 2011 I.E. Symposium on. IEEE, pp 247–262

de Montjoye YA, Hidalgo CA, Verleysen M & Blondel VD (2013) Unique in the crowd: The privacy bounds of human mobility. Sci Rep 3

Wang T, Liu L (2009) Privacy-aware mobile services over road networks. Proc VLDB Endowment 2(1):1042–1053CrossRef

Kido H, Yanagisawa Y & Satoh T (2005) An anonymous communication technique using dummies for location-based services. In: Pervasive Services, 2005. ICPS’05. Proceedings. International Conference on. IEEE, pp 88–97

Chow CY & Mokbel MF (2007) Enabling private continuous queries for revealed user locations. In: Advances in Spatial and Temporal Databases. Springer Berlin Heidelberg, pp 258–275

Freudiger J, Manshaei MH, Hubaux JP & Parkes DC (2009). On non-cooperative location privacy: a game-theoretic analysis. In: Proceedings of the 16th ACM conference on Computer and communications security. ACM, pp 324–337

10.

Yang D, Xue G, Fang X, & Tang J (2012) Crowdsourcing to smartphones: incentive mechanism design for mobile phone sensing. In: Proceedings of the 18th annual international conference on Mobile computing and networking. ACM, pp 173–184

11.

Srivatsa M, & Hicks M (2012) Deanonymizing mobility traces: using social network as a side-channel. In: Proceedings of the 2012 ACM conference on Computer and communications security. ACM, pp 628–637

12.

Tan R, Badrinath Krishna V, Yau DK, & Kalbarczyk Z (2013) Impact of integrity attacks on real-time pricing in smart grids. In: Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security. ACM, pp 439–450

13.

Dong M, Kimata T, Sugiura K, Zettsu K (2014) Quality-of-experience (QoE) in emerging mobile social networks. IEICE Trans 97-D(10):2606–2612

Titel: An optimal query strategy for protecting location privacy in location-based services
verfasst von: Wei-dong Yang
Yun-hua He
Li-min Sun
Xiang Lu
Xinghua Li
Publikationsdatum: 01.07.2016
Verlag: Springer US
Erschienen in: Peer-to-Peer Networking and Applications / Ausgabe 4/2016
Print ISSN: 1936-6442
Elektronische ISSN: 1936-6450
DOI: https://doi.org/10.1007/s12083-015-0328-0

Springer Professional

Abstract

Bitte loggen Sie sich ein, um Zugang zu Ihrer Lizenz zu erhalten.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Weitere Artikel der Ausgabe 4/2016

Performance improvement for source mobility in named data networking based on global–local FIB updates

Congestion control in social-based sensor networks: A social network perspective

CLEVER: Cluster-based Energy-aware Virtual Ring Routing in randomly deployed wireless sensor networks

Duration of stay based weighted scheduling framework for mobile phone sensor data collection in opportunistic crowd sensing

An incentive game based evolutionary model for crowd sensing networks

Analytical model with a novel selfishness division of mobile nodes to participate cooperation

Premium Partner