Global privacy and transportation mode homogeneity anonymization in location based mobile systems with continuous queries

Proceedings of the 6th International Conference on Collaborative Computing: Networking, Applications and Worksharing, CollaborateCom 2010

Volumn , Issue , 2010, Pages

  Stenneth, Leon ^a   Yu, Phillip S ^a  

^a University of Illinois   (United States)

Author keywords

GPS; K anonymity; location based systems (LBS); mobility; privacy; transportation mode homogeneity

Indexed keywords

CARRIER MOBILITY; COMPUTER PROGRAMMING; COMPUTER SCIENCE; DATA PRIVACY; GLOBAL POSITIONING SYSTEM;

CONTINUOUS QUERIES; EXPERIMENTAL EVALUATION; K-ANONYMITY; LAYERED APPROACHES; LOCATION-BASED SYSTEMS; PERSONAL INFORMATION; PRIVACY REQUIREMENTS; TRANSPORTATION MODE;

LOCATION;

EID: 79957808850     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/icst.collaboratecom.2010.8     Document Type: Conference Paper

References (29)

1. M. Gruteser, D. Grunwald. Anonymous usage of location based services through spatial and temporal cloaking. ACM/USENIX MobiSys, 2003.
2. C. Chow, M. Mokbel. Enabling Private Continuous Queries For Revealed User Locations. International Symposium on Advances in Spatial and Temporal Databases, 2007.
3. USAToday. Authorities: GPS system used to stalk woman.http://www. usatoday.com/tech/news/2002-12-30-gpsstalkerx.htm.
4. Fox News. Man Accused of Stalking Girlfriend With GPS.http://www.foxnews. com/story/0.2933,131487,00.html
5. L. Sweeney. K-Anonymity- A model for protecting privacy. International Journal of Uncertainty Fuzziness and Knowledge Based Systems, 2002.
6. Y. Zheng, Q. Li, Y. Chen, X. Xie, and W. Ma. Understanding mobility based on GPS data. In Ubiquitous Computing, ACM , 2008.
7. S. Reddy, M. Mun, J. Burke, D. Estrin, M Hansen, and M. Srivastava. Using Mobile Phones to Determine Transportation Modes. ACM Transactions on Sensor Networks, 2010.
8. Chicago Transit Authority (CTA) Bus Tracker http://www.ctabustracker.com/ bustime/home.jsp
9. X. Pan, X Meng, J. Xu. Distortion-Based Anonymity for Continuous Queries in Location-Based Mobile Services. ACM GIS, Nov. 2009.
10. G. Ghinita, P Kalnis, A. Khoshgozaran. C. Shahabi, K. Tan. Private queries in Location Based Services: Anonymizers are not Necessary. SIGMOD, 2008.
11. nd International Conference on VLDB, September 2006.
12. B. Gedik, L. Lui. Location Privacy in Mobile Systems: A Personalized Anonymization Model. ICDS, 2005
13. Man Lung Yiu, Christian S. Jensen, Xuegang Huang, Hua Lu. SpaceTwist: Managing the Trade-Offs Among Location Privacy, Query Performance, and Query Accuracy in Mobile Services. 24th International Conference on Data Engineering, 2008.
14. H. Kido, Y. Yanagisawa, T. Satoh. An Anonymous Communication Technique using Dummies for Location Based Services. Second International Conference on Pervasive Services, 2005.
15. T. You, W. Peng, and W. Lee. Protecting Moving Trajectories Using Dummies. Proc. International Workshop Privacy-Aware Location-Based Mobile Services, 2007.
16. B. Bamba, L. Liu, P. Pesti, T. Wang. Supporting Anonymous Location Queries in Mobile Environments with PrivacyGrid . World Wide Web, 2008.
17. G. Ghinita, P Kalnis, A. Khoshgozaran. C. Shahabi, K. Tan. Private queries in Location Based Services: Anonymizers are not Necessary .SIGMOD, 2008.
18. T. Xu, Y. Cai. Location Anonymity in Continuous Location Based Services. GIS, 2007.
19. P. Samarathi and L Sweeney. Protecting Privacy when disclosing Information: k-Anonymity and its Enforcement through Generalization and Suppression. SRI-CSL-98-04
20. D. Patterson, L Liao, D. Fox, H. Kautz. Inferring High Level Behavior from Low Level Sensors. In Proc. Of UBICOMP - 03 Springer Press, 2003.
21. T. Wang, L. Liu. Privacy-Aware Mobile Services over Road Networks. VLBD, 2009.
22. A. Machanavajjhala, J Gehrke, D. Kifer and M Venkitasubramaniam. "L-diversity": Privacy beyond k anonymity. ICDE, 2006.
23. TransitGenie Website- Your Personal Transit Navigator (November 2009) www.transitgenie.com
24. NextBus-Website www.nextbus.com/predictor/agencySeJector.jsp(2009)
25. Google Maps For Mobile Website http://www.google.com/mobile/maps/
26. L. Liao, D. Fox, H. Kautz. Learning and Inferring Transportation Routines. In Proc of AI ,2004.
27. L. Liao, D. Fox, H. Kautz. Building Personal Maps from GPS Data. IJCAI MOO05. Springer Press, 2005
28. C. Chow, M. Mokbel, X. Liu. A peer to Peer Spatial Cloaking Algorithm for Anonymous Location Based Services. ACM GIS, 2006.
29. L. Stenneth, P. Yu, O. Wolfson. Mobile Systems Location Privacy: "MobiPriv" a Robust K-Anonymous System. IEEE WiMob, 2010.