On the optimal selection of k in the k-anonymity problem

Proceedings - International Conference on Data Engineering

Volumn , Issue , 2008, Pages 1364-1366

  Dewri, Rinku ^a   Ray, Indrajit ^a   Ray, Indrakshi ^a   Whitley, Darrell ^a  

^a Department of Computer Science   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EVOLUTIONARY ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION; OPTIMIZATION; POLARIZATION; TECHNOLOGY;

DATA ATTRIBUTES; DATA ENGINEERING; DATA SETS; EXHAUSTIVE ANALYSIS; HUMAN SUBJECTS; INDIVIDUAL PRIVACY; INFORMATION LOSSES; INTERNATIONAL CONFERENCES; K VALUES; K-ANONYMITY; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; OPTIMAL SELECTION; OPTIMIZ ATION PROBLEMS;

DATA PRIVACY;

EID: 52649093763     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2008.4497557     Document Type: Conference Paper

References (7)

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2. L. Sweeney, "Achieving k-Anonymity Privacy Protection Using Generalization and Suppression," International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, vol. 10, no. 5, pp. 571-588, 2002.
3. P. Samarati, "Protecting Respondents' Identities in Microdata Release," IEEE Transactions on Knowledge and Data Engineering, vol. 13, no. 6, pp. 1010-1027, 2001.
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5. M. Lunacek, D. Whitley, and I. Ray, "A Crossover Operator for the kAnonymity Problem," in GECCO 2006: Proceedings of the 8th Annual Conference on Genetic and Evolutionary Computation, Seattle, Washington, USA, 2006, pp. 1713-1720.
6. R. J. Bayardo and R. Agrawal, "Data Privacy Through Optimal k-Anonymization," in ICDE 2005: Proceedings of the 21st International Conference on Data Engineering, Tokyo, Japan, 2005, pp. 217-228.
7. K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II," IEEE Transactions on Evolutionary Computation, vol. 6, no. 2, pp. 182-197, 2002.