Identifying unsafe routes for network-based trajectory privacy

Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics

Volumn 2, Issue , 2009, Pages 937-948

  Gkoulalas Divanis, Aris ^a   Verykios, Vassilios S ^a   Mokbel, Mohamed F ^b  

^a UNIVERSITY OF THESSALY   (Greece)

^b University of Minnesota   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANONYMIZATION; INTERACTIVE WAY; LOCATION UPDATE; LOCATION-BASED SERVICES; NETWORK-BASED; ONLINE USERS; PRIVACY MODELS; TRAJECTORY DATA; UNDERLYING NETWORKS; USER MOVEMENT; USER PRIVACY;

WIRELESS TELECOMMUNICATION SYSTEMS;

TRAJECTORIES;

EID: 72749104424     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (21)

1. O. Abul, M. Atzori, F. Bonchi, and F. Giannotti. Hiding sensitive trajectory patterns. In Proceedings of the 7th IEEE International Conference on Data Mining Workshops, pages 693-698, 2007.
2. O. Abul, F. Bonchi, and M. Nanni. Never walk alone: Uncertainty for anonymity in moving objects databases. In Proceedings of the 24th IEEE International Conference on Data Engineering, pages 376-385, 2008.
3. C. Bettini, X. S. Wang, and S. Jajodia. Protecting privacy against location-based personal identification. In Proceedings of the 2nd VLDB Workshop on Secure Data Management, pages 185-199, 2005.
4. S. Brakatsoulas, D. Pfoser, R. Salas, and C. Wenk. On map-matching vehicle tracking data. In Proceedings of the 31st International Conference on Very Large Data Bases, pages 853-864, 2005.
5. T. Brinkhoff. A framework for generating network-based moving objects. Geoinformatica, 6(2): 153-180, 2002.
6. R. Cheng, Y. Zhang, E. Bertino, and S. Prabhakar. Preserving user location privacy in mobile data management infrastructures. In Proceedings of the 6th Privacy Enhancing Technology Workshop, 2006.
7. G. Ghinita, P. Kalnis, and S. Skiadopoulos. Mobihide: A mobilea peer-to-peer system for anonymous location-based queries. In Proceedings of the 10th International Symposium on Advances in Spatial and Temporal Databases, pages 221-238, 2007.
8. G. Ghinita, P. Kalnis, and S. Skiadopoulos. Prive: anonymous location-based queries in distributed mobile systems. In Proceedings of the 16th International Conference on World Wide Web, pages 371-380, 2007.
9. F. Giannotti, M. Nanni, F. Pinelli, and D. Pedreschi. Trajectory pattern mining. In Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 330-339, 2007.
10. M. Gruteser and D. Grunwald. Anonymous usage of location-based services through spatial and temporal cloaking. In Proceedings of the 1st International Conference on Mobile systems, Applications and Services, pages 31-42, 2003.
11. M. Gruteser and X. Liu. Protecting privacy in continuous location-tracking applications. IEEE Security and Privacy Magazine, 2(2):28-34, 2004.
12. P. Kalnis, G. Ghinita, K. Mouratidis, and D. Papadias. Preventing location-based identity inference in anonymous spatial queries. IEEE Transactions on Knowledge and Data Engineering, 19(12):1719-1733, 2007.
13. A. Machanavajjhala, D. Kifer, J. Abowd, J. Gehrke, and L. Vilhuber. Privacy: Theory meets practice on the map. In Proceedings of the 24th IEEE International Conference on Data Engineering, pages 277-286, 2008.
14. F. Marchai, J. Hackney, and K. W. Axhausen. Efficient map matching of large global positioning system data sets: Tests on speed-monitoring experiment in Zurich. Transportation Research Record, 1935:93-100, 2006.
15. N. Meratnia and R. A. de By. Trajectory representation in location-based services: Problems and solution. In Proceedings of the 4th International Conference on Web Information Systems Engineering Workshops, pages 18-24, 2003.
16. M. F. Mokbel, C.-Y. Chow, and W. G. Aref. The new Casper: Query processing for location services without compromising privacy. In Proceedings of the 32nd International Conference on Very Large Data Bases, pages 763-774, 2006.
17. P. Samarati. Protecting respondents' identities in microdata release. IEEE Transactions on Knowledge and Data Engineering, 13(6):1010-1027, 2001.
18. L. Sweeney, K-anonymity: A model for protecting privacy. International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, 10(5):557-570, 2002.
19. M. Terrovitis and N. Mamoulis. Privacy preservation in the publication of trajectories. In Proceedings of the 9th IEEE International Conference on Mobile Data Management, pages 65-72, 2008.
20. G. Trajcevski, O. Wolfson, K. Hinrichs, and S. Chamberlain. Managing uncertainty in moving objects databases. ACM Transactions on Database Systems, 29(3):463-507, 2004.
21. H. Yin and O. Wolfson. A weight-based map matching method in moving objects databases. In Proceedings of the 16th International Conference on Scientific and Statistical Database Management, pages 437-146, 2004.