메뉴 건너뛰기




Volumn 60, Issue 3, 2006, Pages 224-232

A framework for evaluating the utility of data altered to protect confidentiality

Author keywords

Confidentiality; Disclosure; Disclosure risk; Microdata; Record linkage; Statistical disclosure limitation; Utility

Indexed keywords


EID: 33747456679     PISSN: 00031305     EISSN: None     Source Type: Journal    
DOI: 10.1198/000313006X124640     Document Type: Article
Times cited : (155)

References (40)
  • 1
    • 33747466945 scopus 로고
    • Micro-aggregation - The small aggregates method
    • Anwar, N. (1993). "Micro-Aggregation - The Small Aggregates Method," Research Report.
    • (1993) Research Report
    • Anwar, N.1
  • 2
    • 84949472056 scopus 로고    scopus 로고
    • Microdata protection through noise
    • eds. J. Domingo-Ferrer, Berlin: Springer-Verlag, Berlin
    • Brand, R. (2002), "Microdata Protection Through Noise," in Inference Control in Statistical Databases (vol. 2316), eds. J. Domingo-Ferrer, Berlin: Springer-Verlag, Berlin, pp. 97-116.
    • (2002) Inference Control in Statistical Databases , vol.2316 , pp. 97-116
    • Brand, R.1
  • 3
    • 0000529193 scopus 로고
    • Optimal Bayesian experimental design for linear models
    • Chaloner, K. (1984), "Optimal Bayesian Experimental Design for Linear Models," The Annals of Statistics, 12, 283-300.
    • (1984) The Annals of Statistics , vol.12 , pp. 283-300
    • Chaloner, K.1
  • 8
    • 0347432366 scopus 로고    scopus 로고
    • Preserving confidentiality of high-dimensional tabular data: Statistical and computational issues
    • Dobra, A., Karr, A. F., and Sanil, A. P. (2003), "Preserving Confidentiality of High-Dimensional Tabular Data: Statistical and Computational Issues," Statistics and Computing, 13, 363-370.
    • (2003) Statistics and Computing , vol.13 , pp. 363-370
    • Dobra, A.1    Karr, A.F.2    Sanil, A.P.3
  • 10
    • 20244376130 scopus 로고    scopus 로고
    • Comparing SDC methods for microdata on the basis of information loss and disclosure risk
    • Luxembourg: Eurostat
    • Domingo-Ferrer, J., Mateo-Sanz, J. M., and Torra, V. (2001), "Comparing SDC Methods for Microdata on the Basis of Information Loss and Disclosure Risk," in Proceedings of the ETK-NTTS 2001, Luxembourg: Eurostat, pp. 807-825.
    • (2001) Proceedings of the ETK-NTTS 2001 , pp. 807-825
    • Domingo-Ferrer, J.1    Mateo-Sanz, J.M.2    Torra, V.3
  • 11
    • 0000824403 scopus 로고    scopus 로고
    • A quantitative comparison of disclosure control methods for microdata
    • eds. P. Doyle, J. Lane, J. Theeuwes, and L. Zayatz, Amsterdam: North-Holland
    • Domingo-Ferrer, J., and Torra, V. (2001), "A Quantitative Comparison of Disclosure Control Methods for Microdata," in Confidentiality, Disclosure and Data Access, eds. P. Doyle, J. Lane, J. Theeuwes, and L. Zayatz, Amsterdam: North-Holland, pp. 111-133.
    • (2001) Confidentiality, Disclosure and Data Access , pp. 111-133
    • Domingo-Ferrer, J.1    Torra, V.2
  • 12
    • 0011644131 scopus 로고    scopus 로고
    • Obtaining information while preserving privacy: A Markov perturbation method for tabular data
    • Luxembourg: Eurostat
    • Duncan, G. T., and Fienberg, S. E. (1999), "Obtaining Information While Preserving Privacy: A Markov Perturbation Method for Tabular Data," in Eurostat Statistical Data Protection '98 Lisbon, Luxembourg: Eurostat, pp. 351-362.
    • (1999) Eurostat Statistical Data Protection '98 Lisbon , pp. 351-362
    • Duncan, G.T.1    Fienberg, S.E.2
  • 14
    • 20744449978 scopus 로고    scopus 로고
    • Disclosure risk vs. data utility: The R-U confidentiality map
    • submitted for publication
    • Duncan, G. T., Keller-McNulty, S. A., and Stokes, S. L. (2004), "Disclosure Risk vs. Data Utility: The R-U Confidentiality Map," Management Science, submitted for publication.
    • (2004) Management Science
    • Duncan, G.T.1    Keller-McNulty, S.A.2    Stokes, S.L.3
  • 16
    • 84952535404 scopus 로고
    • The risk of disclosure for microdata
    • _ (1989), "The Risk of Disclosure for Microdata," Journal of Business and Economic Statistics, 1, 207-217.
    • (1989) Journal of Business and Economic Statistics , vol.1 , pp. 207-217
  • 17
    • 84972531331 scopus 로고
    • Enhancing access to microdata while protecting confidentiality: Prospects for the future
    • Duncan, G. T., and Pearson, R. W. (1991), "Enhancing Access to Microdata While Protecting Confidentiality: Prospects for the Future," Statistical Science, 6, 219-239.
    • (1991) Statistical Science , vol.6 , pp. 219-239
    • Duncan, G.T.1    Pearson, R.W.2
  • 19
    • 0002861216 scopus 로고    scopus 로고
    • A Bayesian approach to data disclosure: Optimal intruder behavior for continuous data
    • Fienberg, S. E., Makov, U. E., and Sanil, A. P. (1997), "A Bayesian Approach to Data Disclosure: Optimal Intruder Behavior for Continuous Data," Journal of Official Statistics, 13, 75-89.
    • (1997) Journal of Official Statistics , vol.13 , pp. 75-89
    • Fienberg, S.E.1    Makov, U.E.2    Sanil, A.P.3
  • 20
    • 24944534544 scopus 로고    scopus 로고
    • Data dissemination and disclosure limitation in a world without microdata: A risk-utility framework for remote access analysis servers
    • Gomatam, S., Karr, A. F., Reiter, J. P., and Sanil, A. P. (2005a), "Data Dissemination and Disclosure Limitation in a World Without Microdata: A Risk-Utility Framework for Remote Access Analysis Servers," Statistical Science, 20, 163-177.
    • (2005) Statistical Science , vol.20 , pp. 163-177
    • Gomatam, S.1    Karr, A.F.2    Reiter, J.P.3    Sanil, A.P.4
  • 21
    • 20744455382 scopus 로고    scopus 로고
    • Data swapping as a decision problem
    • to appear
    • Gomatam, S., Karr, A. F., and Sanil, A. P. (2005b), "Data Swapping as a Decision Problem," Journal of Official Statistics, to appear. Available online at www.niss.org/dgii/technicalreports.html.
    • (2005) Journal of Official Statistics
    • Gomatam, S.1    Karr, A.F.2    Sanil, A.P.3
  • 23
    • 0344193937 scopus 로고
    • A bootstrap procedure to preserve statistical confidentiality in contingency tables
    • ed. D. Lievesley, Luxembourg: Office for Official Publications of the European Community
    • Heer, G. R. (1993), "A Bootstrap Procedure to Preserve Statistical Confidentiality in Contingency Tables," in Proceedings of the International Seminar on Statistical Confidentiality, ed. D. Lievesley, Luxembourg: Office for Official Publications of the European Community, pp. 261-271.
    • (1993) Proceedings of the International Seminar on Statistical Confidentiality , pp. 261-271
    • Heer, G.R.1
  • 24
    • 84950419860 scopus 로고
    • Advances in record-linkage methodology as applied to matching the 1985 census of Tampa, Florida
    • Jaro, M. A. (1989), "Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida," Journal of the American Statistical Association, 84, 414-420.
    • (1989) Journal of the American Statistical Association , vol.84 , pp. 414-420
    • Jaro, M.A.1
  • 26
    • 0002956175 scopus 로고
    • A method for limiting disclosure in microdata based on random noise and transformation
    • Alexandria VA: American Statistical Association
    • Kim, J. J. (1986), "A Method for Limiting Disclosure in Microdata Based on Random Noise and Transformation," in Proceedings of the ASA Section on Survey Research Methodology, Alexandria VA: American Statistical Association, pp. 303-308.
    • (1986) Proceedings of the ASA Section on Survey Research Methodology , pp. 303-308
    • Kim, J.J.1
  • 27
    • 0016564037 scopus 로고
    • On finding the maxima of a set of vectors
    • Kung, H. T., Luccio, F., and Preparata, F. P. (1975), "On Finding the Maxima of a Set of Vectors," Journal of the ACM, 22, 469-476.
    • (1975) Journal of the ACM , vol.22 , pp. 469-476
    • Kung, H.T.1    Luccio, F.2    Preparata, F.P.3
  • 28
    • 0000964471 scopus 로고
    • Measures of disclosure risk and harm
    • Lambert, D. (1993), "Measures of Disclosure Risk and Harm," Journal of Official Statistics, 9, 313-331.
    • (1993) Journal of Official Statistics , vol.9 , pp. 313-331
    • Lambert, D.1
  • 29
    • 0000185822 scopus 로고
    • Statistical analysis of masked data
    • Little, R. J. A. (1993), "Statistical Analysis of Masked Data," Journal of Official Statistics, 9, 407-426.
    • (1993) Journal of Official Statistics , vol.9 , pp. 407-426
    • Little, R.J.A.1
  • 34
    • 12844284643 scopus 로고    scopus 로고
    • Releasing multiply-imputed, synthetic public use microdata: An illustration and empirical study
    • _ (2005b), "Releasing Multiply-Imputed, Synthetic Public use Microdata: An Illustration and Empirical Study," Journal of the Royal Statistical Society, Series A, 168, 185-205.
    • (2005) Journal of the Royal Statistical Society, Series A , vol.168 , pp. 185-205
  • 36
    • 0012856607 scopus 로고
    • The use of measurement error to avoid disclosure
    • Alexandria, VA: American Statistical Association
    • Sullivan, G., and Fuller, W. A. (1989), "The Use of Measurement Error to Avoid Disclosure," in Proceedings of the ASA Section on Survey Research Methodology, Alexandria, VA: American Statistical Association, pp. 802-807.
    • (1989) Proceedings of the ASA Section on Survey Research Methodology , pp. 802-807
    • Sullivan, G.1    Fuller, W.A.2
  • 37
    • 0028393221 scopus 로고
    • A modified random perturbation method for database security
    • Tendik, P., and Matloff, N. (1994), "A Modified Random Perturbation Method for Database Security," ACM Transactions on Database Systems, 19, 47-63.
    • (1994) ACM Transactions on Database Systems , vol.19 , pp. 47-63
    • Tendik, P.1    Matloff, N.2
  • 38
    • 29144444075 scopus 로고    scopus 로고
    • Implementing the confidential information protection and statistical efficiency act of 2002
    • Wallman, K. K., and Harris-Kojetin, B. A. (2004), "Implementing the Confidential Information Protection and Statistical Efficiency Act of 2002," Chance, 17, 21-25.
    • (2004) Chance , vol.17 , pp. 21-25
    • Wallman, K.K.1    Harris-Kojetin, B.A.2
  • 40
    • 84949456343 scopus 로고    scopus 로고
    • Disclosure risk assessment in perturbative microdata protection
    • ed. J. Domingo-Ferrer, Berlin: Springer-Verlag
    • Yancey, W. E., Winkler, W. E., and Creecy, R. H. (2002), "Disclosure Risk Assessment in Perturbative Microdata Protection," in Inference Control in Statistical Databases, ed. J. Domingo-Ferrer, Berlin: Springer-Verlag, pp. 135-152.
    • (2002) Inference Control in Statistical Databases , pp. 135-152
    • Yancey, W.E.1    Winkler, W.E.2    Creecy, R.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.