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Volumn 52, Issue 5, 2006, Pages 658-670

Data shuffling - A new masking approach for numerical data

Author keywords

Camouflage; Confidentiality; Data masking; Data swapping; Obfuscation; Perturbation; Privacy

Indexed keywords

DATA MASKING; DATA SWAPPING; OBFUSCATION;

EID: 33646367179     PISSN: 00251909     EISSN: 15265501     Source Type: Journal    
DOI: 10.1287/mnsc.1050.0503     Document Type: Review
Times cited : (108)

References (35)
  • 1
    • 0024914229 scopus 로고
    • Security-control methods for statistical databases: A comparative study
    • Adam, N. R., J. C. Wortmann. 1989. Security-control methods for statistical databases: A comparative study. ACM Comput. Surveys 21 515-556.
    • (1989) ACM Comput. Surveys , vol.21 , pp. 515-556
    • Adam, N.R.1    Wortmann, J.C.2
  • 2
    • 0347432367 scopus 로고    scopus 로고
    • Information preserving statistical obfuscation
    • Burridge, J. 2003. Information preserving statistical obfuscation. Statist. Comput. 13 321-327.
    • (2003) Statist. Comput. , vol.13 , pp. 321-327
    • Burridge, J.1
  • 3
    • 33646348083 scopus 로고    scopus 로고
    • A data swapping technique for generating synthetic samples: A method for disclosure control
    • Carlson, M., M. Salabasis. 2002. A data swapping technique for generating synthetic samples: A method for disclosure control. Res. Official Statist. 6 35-64.
    • (2002) Res. Official Statist. , vol.6 , pp. 35-64
    • Carlson, M.1    Salabasis, M.2
  • 4
    • 0032656018 scopus 로고    scopus 로고
    • Correlations and copulas for decision and risk analysis
    • Clemen, R. T., T. Reilly. 1999. Correlations and copulas for decision and risk analysis. Management Sci. 45 208-224.
    • (1999) Management Sci. , vol.45 , pp. 208-224
    • Clemen, R.T.1    Reilly, T.2
  • 5
    • 0012793677 scopus 로고
    • Towards a methodology for statistical disclosure control
    • Dalenius, T. 1977. Towards a methodology for statistical disclosure control. Statistisktidskrift 5 429-444.
    • (1977) Statistisktidskrift , vol.5 , pp. 429-444
    • Dalenius, T.1
  • 7
    • 23044532873 scopus 로고    scopus 로고
    • Sensitive microdata protection using Latin hypercube sampling technique
    • J. Domingo-Ferrer, ed. Springer-Verlag, New York
    • Dandekar, R. A., M. Cohen, N. Kirkendall. 2002. Sensitive microdata protection using Latin hypercube sampling technique. J. Domingo-Ferrer, ed. Inference Control in Statistical Databases. Springer-Verlag, New York.
    • (2002) Inference Control in Statistical Databases
    • Dandekar, R.A.1    Cohen, M.2    Kirkendall, N.3
  • 9
    • 84972531331 scopus 로고
    • Enhancing access to microdata while protecting confidentiality: Prospects for the future
    • Duncan, G. T., R. W. Pearson. 1991. Enhancing access to microdata while protecting confidentiality: Prospects for the future. Statist. Sci. 6 219-239.
    • (1991) Statist. Sci. , vol.6 , pp. 219-239
    • Duncan, G.T.1    Pearson, R.W.2
  • 10
    • 0011583645 scopus 로고    scopus 로고
    • Disclosure risk vs. data utility: The R-U confidentiality map
    • Los Alamos National Laboratory, Los Alamos, NM
    • Duncan, G. T., S. A. Keller-McNulty, S. L. Stokes. 2001. Disclosure risk vs. data utility: The R-U confidentiality map. Technical report LA-UR-01-6428, Los Alamos National Laboratory, Los Alamos, NM.
    • (2001) Technical Report , vol.LA-UR-01-6428
    • Duncan, G.T.1    Keller-McNulty, S.A.2    Stokes, S.L.3
  • 11
    • 33646360412 scopus 로고    scopus 로고
    • Comment on paper by Carlson and Salabasis: "A data swapping technique for generating synthetic samples: A method for disclosure control."
    • Fienberg, S. E. 2002. Comment on paper by Carlson and Salabasis: "A data swapping technique for generating synthetic samples: A method for disclosure control." Res. Official Statist. 6 65-67.
    • (2002) Res. Official Statist. , vol.6 , pp. 65-67
    • Fienberg, S.E.1
  • 12
    • 33646379796 scopus 로고    scopus 로고
    • Data swapping: Variations on a theme by Dalenius and Reiss
    • Fienberg, S. E., J. McIntyre. 2005. Data swapping: Variations on a theme by Dalenius and Reiss. J. Official Statist. 21 309-323.
    • (2005) J. Official Statist. , vol.21 , pp. 309-323
    • Fienberg, S.E.1    McIntyre, J.2
  • 13
    • 0002861216 scopus 로고    scopus 로고
    • A Bayesian approach to data disclosure: Optimal intruder behavior for continuous data
    • Fienberg, S. E., U. E. Makov, A. P. Sanil. 1997. A Bayesian approach to data disclosure: Optimal intruder behavior for continuous data. J. Official Statist. 13 75-89.
    • (1997) J. Official Statist. , vol.13 , pp. 75-89
    • Fienberg, S.E.1    Makov, U.E.2    Sanil, A.P.3
  • 14
    • 0000432739 scopus 로고    scopus 로고
    • Disclosure limitation using perturbation and related methods for categorical data
    • Fienberg, S. E., U. E. Makov, A. P. Steele. 1998a. Disclosure limitation using perturbation and related methods for categorical data. J. Official Statist. 14 485-502.
    • (1998) J. Official Statist. , vol.14 , pp. 485-502
    • Fienberg, S.E.1    Makov, U.E.2    Steele, A.P.3
  • 16
    • 0000983892 scopus 로고
    • Masking procedures for microdata disclosure limitation
    • Fuller, W. A. 1993. Masking procedures for microdata disclosure limitation. J. Official Statist. 9 383-406.
    • (1993) J. Official Statist. , vol.9 , pp. 383-406
    • Fuller, W.A.1
  • 17
    • 0036563104 scopus 로고    scopus 로고
    • Confidentiality via camouflage: The CVC approach to disclosure limitation when answering queries to databases
    • Gopal, R., R. Garfinkel, P. Goes. 2002. Confidentiality via camouflage: The CVC approach to disclosure limitation when answering queries to databases. Oper. Res. 50 501-516.
    • (2002) Oper. Res. , vol.50 , pp. 501-516
    • Gopal, R.1    Garfinkel, R.2    Goes, P.3
  • 20
    • 0000185822 scopus 로고
    • Statistical analysis of masked data
    • Little, R. J. A. 1993. Statistical analysis of masked data. J. Official Statist. 9 407-126.
    • (1993) J. Official Statist. , vol.9 , pp. 407-1126
    • Little, R.J.A.1
  • 21
    • 33646340363 scopus 로고    scopus 로고
    • Controlled data swapping for masking public use microdata sets
    • U.S. Census Bureau, Statistical Research Division, Washington, D.C.
    • Moore, R. A. 1996. Controlled data swapping for masking public use microdata sets. Research report series no. RR96/04, U.S. Census Bureau, Statistical Research Division, Washington, D.C.
    • (1996) Research Report Series No. RR96/04 , vol.RR96-04
    • Moore, R.A.1
  • 22
    • 0346801841 scopus 로고    scopus 로고
    • A theoretical basis for perturbation methods
    • Muralidhar, K., R. Sarathy. 2003a. A theoretical basis for perturbation methods. Statist. Comput. 13 329-335.
    • (2003) Statist. Comput. , vol.13 , pp. 329-335
    • Muralidhar, K.1    Sarathy, R.2
  • 23
    • 0346171311 scopus 로고    scopus 로고
    • A rejoinder to the comments by Polettini and Stander
    • Muralidhar, K., R. Sarathy. 2003b. A rejoinder to the comments by Polettini and Stander. Statist. Comput. 13 339-342.
    • (2003) Statist. Comput. , vol.13 , pp. 339-342
    • Muralidhar, K.1    Sarathy, R.2
  • 24
    • 0033207750 scopus 로고    scopus 로고
    • A general additive data perturbation method for database security
    • Muralidhar, K., R. Parsa, R. Sarathy. 1999. A general additive data perturbation method for database security. Management Sci. 45 1399-1415.
    • (1999) Management Sci. , vol.45 , pp. 1399-1415
    • Muralidhar, K.1    Parsa, R.2    Sarathy, R.3
  • 25
    • 0035565671 scopus 로고    scopus 로고
    • An improved security requirement for data perturbation with implications for e-commerce
    • Muralidhar, K., R. Sarathy, R. Parsa. 2001. An improved security requirement for data perturbation with implications for e-commerce. Decision Sci. 32 683-698.
    • (2001) Decision Sci. , vol.32 , pp. 683-698
    • Muralidhar, K.1    Sarathy, R.2    Parsa, R.3
  • 29
    • 0012776989 scopus 로고
    • Discussion of statistical disclosure limitation
    • Rubin, D. B. 1993, Discussion of statistical disclosure limitation. J. Official Statist. 9 461-468.
    • (1993) J. Official Statist. , vol.9 , pp. 461-468
    • Rubin, D.B.1
  • 30
    • 0036971583 scopus 로고    scopus 로고
    • Perturbing non-normal confidential variables: The copula approach
    • Sarathy, R., K. Muralidhar, R. Parsa. 2002. Perturbing non-normal confidential variables: The copula approach. Management Sci. 48 1613-1627.
    • (2002) Management Sci. , vol.48 , pp. 1613-1627
    • Sarathy, R.1    Muralidhar, K.2    Parsa, R.3
  • 31
    • 33646343669 scopus 로고    scopus 로고
    • Bureau blurs data to keep names confidential
    • February 14
    • Wall Street Journal. 2001. Bureau blurs data to keep names confidential. (February 14) B1-B2.
    • (2001) Wall Street Journal
  • 33
    • 0001836220 scopus 로고
    • Advanced methods for record linkage
    • American Statistical Association, Alexandria, VA
    • Winkler, W. E. 1995a. Advanced methods for record linkage. Prof. Survey Res. Methods Section, American Statistical Association, Alexandria, VA.
    • (1995) Prof. Survey Res. Methods Section
    • Winkler, W.E.1
  • 34
    • 0003363140 scopus 로고
    • Matching and record linkage
    • B. G. Cox, ed. John Wiley and Sons, New York
    • Winkler, W. E. 1995b. Matching and record linkage. B. G. Cox, ed. Business Survey Methods. John Wiley and Sons, New York, 355-384.
    • (1995) Business Survey Methods , pp. 355-384
    • Winkler, W.E.1
  • 35
    • 33646343154 scopus 로고    scopus 로고
    • Producing public-user microdata that are analytically valid and confidential
    • U.S. Census Bureau, Statistical Research Division, Washington, D.C.
    • Winkler, W. E. 1998. Producing public-user microdata that are analytically valid and confidential. Statistical research report series no. RR98/02, U.S. Census Bureau, Statistical Research Division, Washington, D.C.
    • (1998) Statistical Research Report Series No. RR98/02 , vol.RR98-02
    • Winkler, W.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.