Skip to main content

2018 | OriginalPaper | Buchkapitel

Enhancing Location Privacy for Geolocation Service Through Perturbation

verfasst von : Yuhang Wang, Hongli Zhang, Shen Su

Erschienen in: Cloud Computing and Security

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Third party geolocation services have been widely used in various of location dependent scenarios, such like the searching of Internet of things (IoT) and the location-based services (LBSs). Despite the privacy preservation on using geolocation, which has been widely discussed in last decades, the equally severe issue of the privacy preservation on obtaining geolocation gained much fewer efforts from the researchers. In this paper, we propose a location perturbation scheme to protect location privacy in third party geolocation services. On the basis of the fundamental of positioning technologies, we design a perturbing method to blur the real location by adjusting the underlying signal space fingerprint information. Then a differential privacy mechanism is applied to the perturbation process to further strengthen the privacy level. Evaluation result are illustrated to show the practicality of our approach.

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!

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!

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!

Literatur
1.
Zurück zum Zitat Liu, H., Darabi, H., Banerjee, P., et al.: Survey of wireless indoor positioning techniques and systems. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 37(6), 1067–1080 (2007)CrossRef Liu, H., Darabi, H., Banerjee, P., et al.: Survey of wireless indoor positioning techniques and systems. IEEE Trans. Syst. Man Cybern. Part C (Appl. Rev.) 37(6), 1067–1080 (2007)CrossRef
2.
Zurück zum Zitat Ahmadi, H., Bouallegue, R.: Exploiting machine learning strategies and RSSI for localization in wireless sensor networks: a survey. In: 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 1150–1154. IEEE (2017) Ahmadi, H., Bouallegue, R.: Exploiting machine learning strategies and RSSI for localization in wireless sensor networks: a survey. In: 2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC), pp. 1150–1154. IEEE (2017)
3.
Zurück zum Zitat Chi, C., Moh, M.: Trahectory priavcy in location-based services and data publication. ACM SIGKDD Explor. Newsl. 13, 19–29 (2011)CrossRef Chi, C., Moh, M.: Trahectory priavcy in location-based services and data publication. ACM SIGKDD Explor. Newsl. 13, 19–29 (2011)CrossRef
4.
Zurück zum Zitat Joh, K.: A survey of computational location privacy. Pers. Ubiquitous Comput. 13, 391–399 (2009)CrossRef Joh, K.: A survey of computational location privacy. Pers. Ubiquitous Comput. 13, 391–399 (2009)CrossRef
5.
Zurück zum Zitat Mar, W.: A classification of location privacy attacks and approaches. Pers. Ubiquitous Comput. 18, 163–175 (2014)CrossRef Mar, W.: A classification of location privacy attacks and approaches. Pers. Ubiquitous Comput. 18, 163–175 (2014)CrossRef
6.
Zurück zum Zitat Yu, W., Hong, Z., Xiang, Y.: Research on location privacy on mobile internet. Commun. 36, 230–243 (2015) Yu, W., Hong, Z., Xiang, Y.: Research on location privacy on mobile internet. Commun. 36, 230–243 (2015)
7.
Zurück zum Zitat Mar, L.D., Cui, C.: Privacy challenges in third-party location services. In: 14th IEEE International Conference on Mobile Data Management, pp. 63–66. IEEE Press, Milan (2013) Mar, L.D., Cui, C.: Privacy challenges in third-party location services. In: 14th IEEE International Conference on Mobile Data Management, pp. 63–66. IEEE Press, Milan (2013)
8.
Zurück zum Zitat Tip, N.O., Ras, K.B., Po, C.: Attacks on public WLAN-based positioning systems. In: 7th Proceedings of the International Conference on Mobile Systems, pp. 29–40. ACM, Wroclaw (2009) Tip, N.O., Ras, K.B., Po, C.: Attacks on public WLAN-based positioning systems. In: 7th Proceedings of the International Conference on Mobile Systems, pp. 29–40. ACM, Wroclaw (2009)
9.
Zurück zum Zitat Li, H., Lim, S., Hao, Z.: Archieving privacy preservation in WiFi fingerprint-based Localization. In: INFOCOM Proceedings IEEE, pp. 2337–2345. IEEE, Toroto (2014) Li, H., Lim, S., Hao, Z.: Archieving privacy preservation in WiFi fingerprint-based Localization. In: INFOCOM Proceedings IEEE, pp. 2337–2345. IEEE, Toroto (2014)
Metadaten
Titel
Enhancing Location Privacy for Geolocation Service Through Perturbation
verfasst von
Yuhang Wang
Hongli Zhang
Shen Su
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-030-00006-6_46