TopDown-KACA: An efficient local-recoding algorithm for k-anonymity

2009 IEEE International Conference on Granular Computing, GRC 2009

Volumn , Issue , 2009, Pages 727-732

  Juan, Yu ^a   Jianmin, Han ^a   Jianmin, Chen ^a   Zanzhu, Xia ^a  

^a ZHEJIANG NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; EXECUTION TIME; GENERALIZATION ALGORITHMS; HIGH EFFICIENCY; INFORMATION LOSS; K-ANONYMITY; RECODING; TOP-DOWN ALGORITHMS; TOPDOWN;

COMPUTER SCIENCE; GRANULAR COMPUTING;

ALGORITHMS;

EID: 70450093345     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GRC.2009.5255024     Document Type: Conference Paper

References (8)

1. L. Sweeney. "k-Anonymity: a model for protecting privacy". International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2002, 10(7), pp. 557-570.
2. P. Samarati, L. Sweeney. "Generalizing data to provide anonymity when disclosing information (abstract)", in Proc of the 17th ACM-SIGMOD-SIGACT-SIGART Symposium on the Principles of Database System, IEEE press, Seattle, WA, USA, 1998, pp. 188.
3. P. Samarati. "Protecting respondents' identities in microdata release", in Proc of the TKDE, 2001, pp. 1010-1027.
4. K. LeFevre, D. DeWitt, R. Ramakrishnan, "Incognito: Efficient full-domain k-anonymity', in Proc. of the SIGMOD'05 on Management of Data, New York, ACM, 2005, pp. 49-60.
5. J. Y. Li, R. C. W. Wong, A. W. C. Fu, et al, "Achieving k-anonymity by clustering in attribute hierarchical structure", DaWak, Springer-verlag, Berlin, Heidelberg, 2006, pp. 405-416.
6. J. Y. Li, R. C. W. Wong, A. W. C. Fu, et al, "Anonymisation by Local Recoding in Data with Attribute Hierarchical Taxonomies", IEEE Transactions on Knowledge and Data Engineering 20(9), 2008, pp. 1187-1194.
7. C. R. W. Wong, J. Y. Li, A. W. C. Fu, et al, "(a, k)-anonymity: an enhanced k-anonymity model for privacy preserving data publishing", in Proc. of the 12th ACM SIGKDD Conference, ACM Press, Philadelphia, PA, 2006, pp. 754-759.
8. T. C. Li, N. H. Li, "Towards optimal k-anonymization", Data and Knowledge Engineering. 2007, 65(1), pp. 22-39.