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ijcrb.webs.com INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS JUNE 2011 VOL 3, NO 2 Here , denote the Upper and Lower bounds of interval and , denote the Lower and Upper bounds of . Consider a tree for age according to diagram of ‘KIDS’ As the value of “18” fall into the interval [1, 20], so While our taxonomy tree for ‘age’ would like this If we apply k-anonymity (i.e. 2-anonymity) and write
ijcrb.webs.com INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS JUNE 2011 VOL 3, NO 2 References L. Sweeney, 1997, “Guaranteeing Anonymity When Sharing Medical Data, The Data fly System” Proc. AMIA Annual Fall Symposium: 51-5. L. Sweeney, 2002, “Comments of L. Sweeney, Ph.D, to the Department of Health and Human Services On Standards of Privacy of Individually Identifiable Health Information”, Available at: privacy.cs.smu.edu/dataprivacy/HIPPA/HIPPAcomments.htm. L. Sweeney, 2002, “K-anonymity: A model for protecting Privacy”. International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, 10(5): 557-570. N.R. Adam, and J.C. Wortman, 1989,” Security Control Methods for Statistical Databases: A Comparative Study”, ACM Computing Surveys, vol. 21, no.4. P. Samarati, 2001, “Protecting Respondents’ Identity in Microdata Release”. IEEE Transactions on Knowledge and Data Engineering, 13 (6), 1010-1027. L. Willenborg and T. DeWaal, 1996, “Statistical Disclosure Control in Practice” Lecture Notes in Statistics, Vol. 111, Springer, L. Sweeney, 2002,”Achieving K-anonymity Privacy Protection using generalization and suppression”. International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, 10(5): 571-588. T. Dalenius, 1986, “Finding a needle in a haystack - or indentifying anonymous census record”. Journal of official Statistics, 2(3): 329-336. K.EI Eman, A. Brown and P. Abdelmalik, 2008, “Evaluating Predictors of Geographic Area Population Size Cutoffs to Manage Re-identification Risk”. Journal of the American Medical Informatics Association. K.EI Eman, S. Jabbours, S. Sams, Y. Drouet, and M. Power. 2006, “Evaluating common deidentification heuristics for personal health information”. Journal of Medical Internet Research; 8(4):e28. K. Lefevre, D.J. DeWitt and R. Ramakrishnan, 2005, “Incognito: Efficient Full Domain K- Anonymity”, In Proc. of the ACM SIGMOD Conference on Management of Data (SIGMOD), Baltimore, Maryland, New York: ACM Press. Xiaoxun Sun, Hua Wang and Jiuyong Li, 2008, “Enhanced P -Sensitive K-Anonymity Model for Privacy Preserving Data Publishing”, Transactions on Data Privacy , ISSN 1888-5063 Xiaoxun Sun, Lili Sun and Hua Wang, 2010 , “Extended k-anonymity models against sensitive attribute disclosure”, Computer Communication. J.Zhang, J.Yang, 2010, “KIDS: K-anonymization data stream base on sliding window, 2nd International Conference on Future Computer and Communication”, 978-1-4244-5824-0 IEEE. V. Ciriani, S. De Capitani di Vimercati, S. Foresti and P. Samarati, 2007, “K-anonymity. Secure Data Management in Decentralized Systems, Advances in Information Security”, Vol. 33, Springer, 323-353. COPY RIGHT © 2011 Institute of Interdisciplinary Business Research 313
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