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Volumn 48, Issue 1, 2009, Pages 133-140

Identity disclosure protection: A data reconstruction approach for privacy-preserving data mining

Author keywords

Data mining; Genetic algorithm; Identity disclosure; k Anonymity; Privacy

Indexed keywords

CONFIDENTIAL INFORMATION; DATA RECONSTRUCTION; DATA SETS; IDENTITY DISCLOSURE; INFORMATION AGE; K-ANONYMITY; MASKED DATA; NUMERIC DATA; PREDICTIVE DATA MINING; PRIVACY; PRIVACY CONCERNS; PRIVACY PRESERVING DATA MINING;

EID: 70350572193     PISSN: 01679236     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dss.2009.07.003     Document Type: Article
Times cited : (38)

References (37)
  • 1
    • 0024914229 scopus 로고
    • Security-control methods for statistical databases: a comparative study
    • Adam N.R., and Wortmann J.C. Security-control methods for statistical databases: a comparative study. ACM Computing Surveys 21 4 (1989) 515-556
    • (1989) ACM Computing Surveys , vol.21 , Issue.4 , pp. 515-556
    • Adam, N.R.1    Wortmann, J.C.2
  • 4
    • 33846040793 scopus 로고    scopus 로고
    • Dare to share: protecting sensitive knowledge with data sanitization
    • Amiri A. Dare to share: protecting sensitive knowledge with data sanitization. Decision Support Systems 43 1 (2007) 181-191
    • (2007) Decision Support Systems , vol.43 , Issue.1 , pp. 181-191
    • Amiri, A.1
  • 5
    • 0347763609 scopus 로고    scopus 로고
    • Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study
    • Cano J.R., Herrera F., and Lozano M. Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study. IEEE Transactions on Evolutionary Computation 7 6 (2003) 561-575
    • (2003) IEEE Transactions on Evolutionary Computation , vol.7 , Issue.6 , pp. 561-575
    • Cano, J.R.1    Herrera, F.2    Lozano, M.3
  • 6
    • 32544451777 scopus 로고    scopus 로고
    • Intelligence and security informatics: information systems perspective
    • Chen H. Intelligence and security informatics: information systems perspective. Decision Support Systems 41 3 (2006) 555-559
    • (2006) Decision Support Systems , vol.41 , Issue.3 , pp. 555-559
    • Chen, H.1
  • 7
    • 0033349024 scopus 로고    scopus 로고
    • Disclosure detection in multivariate categorical databases: auditing confidentiality protection through two new matrix operators
    • Chowdhury D.S., Duncan G.T., Krishnan R., Roehrig S.F., and Mukherjee S. Disclosure detection in multivariate categorical databases: auditing confidentiality protection through two new matrix operators. Management Science 45 12 (1999) 1710-1723
    • (1999) Management Science , vol.45 , Issue.12 , pp. 1710-1723
    • Chowdhury, D.S.1    Duncan, G.T.2    Krishnan, R.3    Roehrig, S.F.4    Mukherjee, S.5
  • 9
    • 0001501223 scopus 로고
    • How did they get my name?: an exploratory investigation of consumer attitudes toward secondary information use
    • Culnan M. How did they get my name?: an exploratory investigation of consumer attitudes toward secondary information use. MIS Quarterly 17 3 (1993) 341-363
    • (1993) MIS Quarterly , vol.17 , Issue.3 , pp. 341-363
    • Culnan, M.1
  • 12
    • 0003024008 scopus 로고
    • On the handling of continuous-valued attributes in decision tree generation
    • Fayyad U.M., and Irani K.B. On the handling of continuous-valued attributes in decision tree generation. Machine Learning 8 (1992) 87-102
    • (1992) Machine Learning , vol.8 , pp. 87-102
    • Fayyad, U.M.1    Irani, K.B.2
  • 14
    • 0036602405 scopus 로고    scopus 로고
    • Privacy protection of binary confidential data against deterministic, stochastic, and insider threat
    • Garfinkel R., Gopal R., and Goes P. Privacy protection of binary confidential data against deterministic, stochastic, and insider threat. Management Science 48 6 (2002) 749-764
    • (2002) Management Science , vol.48 , Issue.6 , pp. 749-764
    • Garfinkel, R.1    Gopal, R.2    Goes, P.3
  • 16
    • 0002263606 scopus 로고    scopus 로고
    • Privacy: entitlement or illusion?
    • Greengard S. Privacy: entitlement or illusion?. Personnel Journal 75 5 (1996) 74-88
    • (1996) Personnel Journal , vol.75 , Issue.5 , pp. 74-88
    • Greengard, S.1
  • 18
    • 0013384310 scopus 로고    scopus 로고
    • Genetic-algorithm-based instance selection and feature selection
    • Liu H., and Motoda H. (Eds), Kluwer Academic, Norwell, MA
    • Ishibuchi H., Nakashima T., and Nii M. Genetic-algorithm-based instance selection and feature selection. In: Liu H., and Motoda H. (Eds). Instance Selection and Construction for Data Mining (2001), Kluwer Academic, Norwell, MA 96-112
    • (2001) Instance Selection and Construction for Data Mining , pp. 96-112
    • Ishibuchi, H.1    Nakashima, T.2    Nii, M.3
  • 19
    • 38649113213 scopus 로고    scopus 로고
    • Adaptive data reduction for large-scale transaction data
    • Li X.-B., and Jacob V.S. Adaptive data reduction for large-scale transaction data. European Journal of Operational Research 188 3 (2008) 910-924
    • (2008) European Journal of Operational Research , vol.188 , Issue.3 , pp. 910-924
    • Li, X.-B.1    Jacob, V.S.2
  • 22
    • 33847045247 scopus 로고    scopus 로고
    • Minimizing information loss and preserving privacy
    • Menon S., and Sarkar S. Minimizing information loss and preserving privacy. Management Science 53 1 (2007) 102-116
    • (2007) Management Science , vol.53 , Issue.1 , pp. 102-116
    • Menon, S.1    Sarkar, S.2
  • 23
    • 25844456648 scopus 로고    scopus 로고
    • Maximizing accuracy of shared databases when concealing sensitive patterns
    • Menon S., Sarkar S., and Mukherjee S. Maximizing accuracy of shared databases when concealing sensitive patterns. Information Systems Research 16 3 (2005) 256-270
    • (2005) Information Systems Research , vol.16 , Issue.3 , pp. 256-270
    • Menon, S.1    Sarkar, S.2    Mukherjee, S.3
  • 24
    • 0348093374 scopus 로고    scopus 로고
    • Some results of individual ranking method on the system of enterprise accounts annual survey
    • Pagliuca D., and Seri G. Some results of individual ranking method on the system of enterprise accounts annual survey. Esprit SDC Project, Deliverable MI-3/D2 (1999)
    • (1999) Esprit SDC Project, Deliverable MI-3/D2
    • Pagliuca, D.1    Seri, G.2
  • 26
    • 34547737555 scopus 로고    scopus 로고
    • Cyberinfrastructure for homeland security: advances in information sharing, data mining, and collaboration systems
    • Raghu T.S., and Chen H. Cyberinfrastructure for homeland security: advances in information sharing, data mining, and collaboration systems. Decision Support Systems 43 4 (2007) 1321-1323
    • (2007) Decision Support Systems , vol.43 , Issue.4 , pp. 1321-1323
    • Raghu, T.S.1    Chen, H.2
  • 27
    • 0034501463 scopus 로고    scopus 로고
    • Leadership and group search in group decision support systems
    • Rees J., and Koehler G.J. Leadership and group search in group decision support systems. Decision Support Systems 30 1 (2000) 73-82
    • (2000) Decision Support Systems , vol.30 , Issue.1 , pp. 73-82
    • Rees, J.1    Koehler, G.J.2
  • 28
    • 0346238443 scopus 로고    scopus 로고
    • Using genetic algorithms for training data selection in RBF networks
    • Liu H., and Motoda H. (Eds), Kluwer Academic, Norwell, MA
    • Reeves C.R., and Bush D.R. Using genetic algorithms for training data selection in RBF networks. In: Liu H., and Motoda H. (Eds). Instance Selection and Construction for Data Mining (2001), Kluwer Academic, Norwell, MA 339-356
    • (2001) Instance Selection and Construction for Data Mining , pp. 339-356
    • Reeves, C.R.1    Bush, D.R.2
  • 29
    • 0021389555 scopus 로고
    • Practical data-swapping: the first steps
    • Reiss S.P. Practical data-swapping: the first steps. ACM Transactions on Database Systems 9 1 (1984) 20-37
    • (1984) ACM Transactions on Database Systems , vol.9 , Issue.1 , pp. 20-37
    • Reiss, S.P.1
  • 30
    • 0028203106 scopus 로고
    • Convergence analysis of canonical genetic algorithms
    • Rudolph G. Convergence analysis of canonical genetic algorithms. IEEE Transactions on Neural Networks 5 1 (1994) 96-101
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.1 , pp. 96-101
    • Rudolph, G.1
  • 34
    • 16444372472 scopus 로고    scopus 로고
    • Impacts of user privacy preferences on personalized systems: a comparative study
    • Karat C.M., Blom J., and Karat J. (Eds), Kluwer Academic Publishers, Dordrecht, Netherlands
    • Teltzrow M., and Kobsa A. Impacts of user privacy preferences on personalized systems: a comparative study. In: Karat C.M., Blom J., and Karat J. (Eds). Designing Personalized User Experiences in eCommerce (2004), Kluwer Academic Publishers, Dordrecht, Netherlands 315-332
    • (2004) Designing Personalized User Experiences in eCommerce , pp. 315-332
    • Teltzrow, M.1    Kobsa, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.