Efficient k-anonymization for privacy preservation

Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD

Volumn 2, Issue , 2008, Pages 737-742

  Liang, Z ^a   Wei, R ^a  

^a LAKEHEAD UNIVERSITY   (Canada)

Author keywords

Data engineering; k anonymity; Privacy

Indexed keywords

DATA ENGINEERING; K-ANONYMITY; K-ANONYMIZATION; PRIVACY;

DATA PRIVACY;

EID: 51049096797     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSCWD.2008.4537070     Document Type: Conference Paper

References (12)

1. P. Samarati and L. Sweeney. Generalizing data to provide anonymity when disclosing information. In Proc. of the 17th ACM SIGMOD-SIGACT-SIGART Symposium on the Principles of Database Systems, 188, 1998.
2. L. Sweeney. K-anonymity: a model for protecting privacy. International Journal on Uncertainty, Fuzziness, and Knowledge-based Systems, 10(5):571C588, 2002.
3. A. Meyerson and R. Williams. On the complexity of optimal k-anonymity. In Proceedings of the twenty-third ACMSIGMOD-SIGACT-SIGART symposium on Principles of database systems (PODS04), pages 223C228, New York, NY, USA, 2004. ACM Press.
4. L. Sweeney. Guaranteeing anonymity when sharing medical data, the Datafly system. Proceedings, Journal of the American Medical Informatics Association. Washington, DC: Hanley and Belfus, Inc., 1997. 6
5. A. Hundepool and L. Willenborg. Mu-Argus and Tauargus: software for statistical disclosure control. Third International Seminar on Statistical Confidentiality. Bled: 1996.
6. R. J. Bayardo and R. Agrawal. Data Privacy through Optimal k-Anonymization. In Proc. of ICDE, pp 217C228, 2005.
7. V. S. Iyengar. Transforming Data to Satisfy Privacy Constraints. In Proc. of SIGKDD, pp 279C288, 2002.
8. J. Xu, W. Wang, J. Pei, X. Wang, B. Shi, and A. Fu. Utility-Based Anonymization Using Local Recoding. In Proc. of SIGKDD, pp 785C790, 2006.
9. K. LeFevre, D. DeWitt, and R. Ramakrishnan. Incognito: Efficient fulldomain k-anonymity. In SIGMOD, 2005.
10. J. W. Byun, A. Kamra, E Bertino, N. Li(2006), "k-Anonymity using Clustering Technique", CERIAS Tech Report 2006-10.
11. EI Emam K, Jonker E, Sams S, Neri E, Neisa A, Gao T, Chowdhury S. De-identification Guidelines for personal Health information. Report produced for the Office of the Privacy Commissioner of Canada, Ottawa 2007.
12. EI Emam K, Neisa A, Zakrzewski D, Gao T. Reidentification risk assessment for the k-anonymity privacy model, BMC Medical informatics and Decision Making, 2007.