Location privacy attacks based on distance and density information

GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems

Volumn , Issue , 2012, Pages 514-517

  Mascetti, Sergio ^a   Bertolaja, Letizia ^a   Bettini, Claudio ^a  

^a UNIVERSITY OF MILAN   (Italy)

Author keywords

distance preserving transformations; location privacy; proximity based services

Indexed keywords

LOCATION PRIVACY; MOVING OBJECTS; PARTIAL DISTANCE; PARTIAL INFORMATION; PRIVACY PRESERVING; PROXIMITY SERVICE; PROXIMITY-BASED SERVICE; PUBLIC KNOWLEDGE;

ALGORITHMS; GEOGRAPHIC INFORMATION SYSTEMS;

DATA PRIVACY;

EID: 84872760071     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2424321.2424403     Document Type: Conference Paper

References (11)

1. C. Bettini, S. Jajodia, P. Samarati, and X. S. Wang. Privacy in Location-Based Applications, volume 5599 of LNSC. Springer, 2009.
2. C. U. Center for International Earth Science Information Network (CIESIN) and C. I. de Agricultura Tropical (CIAT). Gridded population of the world, version 3 (gpwv3), 2005.
3. G. Ghinita. Private queries and trajectory anonymization: a dual perspective on location privacy. Trans. Data Privacy, 2(1):3-19, Apr. 2009.
4. G. Ghinita, C. R. Vicente, N. Shang, and E. Bertino. Privacy-preserving matching of spatial datasets with protection against background knowledge. In Proc. of the 18th SIGSPATIAL Int. Conf. on Advances in Geographic Information Systems, GIS '10. ACM, 2010.
5. K. Liu, C. Giannella, and H. Kargupta. An attacker's view of distance preserving maps for privacy preserving data mining. In Proc. of the 10th Eur. Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD), volume 4213. Springer, 2006.
6. S. Mascetti, C. Bettini, and D. Freni. Longitude: Centralized privacy-preserving computation of users' proximity. In Proc. of 6th VLDB workshop on Secure Data Management, LNCS. Springer, 2009.
7. R. Sibson. SLINK: an optimally efficient algorithm for the single-link cluster method. The Computer Journal, 16(1):30-34, 1973.
8. L. Šikšnys, J. R. Thomsen, S. Šaltenis, and M. L. Yiu. Private and flexible proximity detection in mobile social networks. In Proc. of the 11th Int. Conf. on Mobile Data Management. IEEE Comp. Soc., 2010.
9. L. Šikšnys, J. R. Thomsen, S. Šaltenis, M. L. Yiu, and O. Andersen. A location privacy aware friend locator. In Proc. of the 11th Int. Symposium on Spatial and Temporal Databases, volume 5644 of LNCS. Springer, 2009.
10. W. K. Wong, D. W.-l. Cheung, B. Kao, and N. Mamoulis. Secure knn computation on encrypted databases. In Proc. of the 2009 ACM SIGMOD Int. Conf. on Management of data, SIGMOD '09, pages 139-152. ACM, 2009.
11. G. Zhong, I. Goldberg, and U. Hengartner. Louis, Lester and Pierre: Three protocols for location privacy. In Privacy Enhancing Technologies, volume 4776 of LNSC, pages 62-76. Springer, 2007.