메뉴 건너뛰기




Volumn 3050, Issue , 2004, Pages 231-246

Masking and re-identification methods for public-use microdata: Overview and research problems

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTERS;

EID: 34250727770     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-25955-8_18     Document Type: Article
Times cited : (26)

References (72)
  • 1
    • 0011582276 scopus 로고    scopus 로고
    • Disclosure Limitation in Longitudinal Linked Data
    • P. Doyle et al., eds. North Holland: Amsterdam
    • Abowd, J. M. and Woodcock, S. D. Disclosure Limitation in Longitudinal Linked Data, in (P. Doyle et al., eds.) Confidentiality, Disclosure, and Data Access, North Holland: Amsterdam, (2002)
    • (2002) Confidentiality, Disclosure, and Data Access
    • Abowd, J.M.1    Woodcock, S.D.2
  • 2
    • 0034827009 scopus 로고    scopus 로고
    • On the Design on Privacy Preserving Data Mining Algorithms
    • Agrawal, D. and Aggarwal, C. C. On the Design on Privacy Preserving Data Mining Algorithms, Proceedings of the ACM SIGPODS, (2001) 247-255
    • (2001) Proceedings of the ACM SIGPODS , pp. 247-255
    • Agrawal, D.1    Aggarwal, C.C.2
  • 8
    • 0011649470 scopus 로고    scopus 로고
    • Microdata Protection Through Noise Addition
    • J. Domingo-Ferrer, ed. Springer: New York
    • Brand, R. Microdata Protection Through Noise Addition, in (J. Domingo-Ferrer, ed.) Inference Control in Statistical Databases, Springer: New York (2002)
    • (2002) Inference Control in Statistical Databases
    • Brand, R.1
  • 10
    • 84949476900 scopus 로고    scopus 로고
    • LHS-Based Hybrid Microdata vs Rank Swapping and Microaggregation for Numeric Microdata Protection
    • J. Domingo-Ferrer, ed. Springer: New York
    • Dandekar, R. A., Domingo-Ferrer, J., and Sebe, F. LHS-Based Hybrid Microdata vs Rank Swapping and Microaggregation for Numeric Microdata Protection, in (J. Domingo-Ferrer, ed.) Inference Control in Statistical Databases, Springer: New York (2002).
    • (2002) Inference Control in Statistical Databases
    • Dandekar, R.A.1    Domingo-Ferrer, J.2    Sebe, F.3
  • 11
    • 23044532873 scopus 로고    scopus 로고
    • Sensitive Microdata Protection Using Latin Hypercube Sampling Technique
    • J. Domingo-Ferrer, ed. Springer: New York
    • Dandekar, R., Cohen, M., and Kirkendal, N. Sensitive Microdata Protection Using Latin Hypercube Sampling Technique, in (J. Domingo-Ferrer, ed.) Inference Control in Statistical Databases, Springer: New York (2002)
    • (2002) Inference Control in Statistical Databases
    • Dandekar, R.1    Cohen, M.2    Kirkendal, N.3
  • 12
  • 14
    • 35048852762 scopus 로고    scopus 로고
    • A View of Statistical Disclosure Control for Microdata
    • De Waal, A. G. and Willenborg, L.C.R.J. A View of Statistical Disclosure Control for Microdata, Survey Methodology, 22, (1996) 95-103
    • (1996) Survey Methodology , vol.22 , pp. 95-103
    • De Waal, A.G.1    Willenborg, L.C.R.J.2
  • 16
    • 35048897655 scopus 로고    scopus 로고
    • An Empirical Comparison of SDC Methods for Continuous Microdata in Terms of Information Loss and Re-Identification Risk
    • Skopje, Macedonia, May
    • Domingo-Ferrer, J. and Mateo-Sanz, J. M. An Empirical Comparison of SDC Methods for Continuous Microdata in Terms of Information Loss and Re-Identification Risk, presented at the UNECE Workshop On Statistical Data Editing, Skopje, Macedonia, May 2001
    • (2001) UNECE Workshop on Statistical Data Editing
    • Domingo-Ferrer, J.1    Mateo-Sanz, J.M.2
  • 19
    • 0348062787 scopus 로고    scopus 로고
    • Statistical Data Protection in Statistical Microdata Protection via Advanced Record Linkage
    • Domingo-Ferrer, J. and Torra, V. Statistical Data Protection in Statistical Microdata Protection via Advanced Record Linkage, Statistics and Computing, 13 (4), (2003) 343-354
    • (2003) Statistics and Computing , vol.13 , Issue.4 , pp. 343-354
    • Domingo-Ferrer, J.1    Torra, V.2
  • 22
    • 35048815232 scopus 로고    scopus 로고
    • Special Uniques, Random Uniques, and Sticky Populations: Some Counterintuitive Effects of Geographical Detail on Disclosure Risk
    • Eurostat, Brussels, Belgium
    • Elliott, M. A., Skinner, C. J., and Dale, A. Special Uniques, Random Uniques, and Sticky Populations: Some Counterintuitive Effects of Geographical Detail on Disclosure Risk, in Statistical Data Protection '98, Eurostat, Brussels, Belgium, (1998), 261-265,
    • (1998) Statistical Data Protection '98 , pp. 261-265
    • Elliott, M.A.1    Skinner, C.J.2    Dale, A.3
  • 26
    • 0000926751 scopus 로고    scopus 로고
    • Confidentiality, Uniqueness, and Disclosure Limitation for Categorical Data
    • Fienberg, S. E., and Makov, U. Confidentiality, Uniqueness, and Disclosure Limitation for Categorical Data, Journal of Official Statistics, 14 (1998) 385-397
    • (1998) Journal of Official Statistics , vol.14 , pp. 385-397
    • Fienberg, S.E.1    Makov, U.2
  • 27
    • 0002861216 scopus 로고    scopus 로고
    • A Bayesian Approach to Data Disclosure: Optimal Intruder Behavior for Continuous Data
    • Fienberg, S. E., Makov, E. U. and Sanil, A. P., A Bayesian Approach to Data Disclosure: Optimal Intruder Behavior for Continuous Data, Journal of Official Statistics, 14, (1997) 75-89
    • (1997) Journal of Official Statistics , vol.14 , pp. 75-89
    • Fienberg, S.E.1    Makov, E.U.2    Sanil, A.P.3
  • 28
    • 0000432739 scopus 로고    scopus 로고
    • Disclosure Limitation using Perturbation and Related Methods for Categorical Data
    • Fienberg, S. E., Makov, E. U. and Steel, R. J. Disclosure Limitation using Perturbation and Related Methods for Categorical Data, Journal of Official Statistics, 14, (1998), 485-502
    • (1998) Journal of Official Statistics , vol.14 , pp. 485-502
    • Fienberg, S.E.1    Makov, E.U.2    Steel, R.J.3
  • 29
    • 0000983892 scopus 로고
    • Masking Procedures for Microdata Disclosure Limitation
    • Fuller, W. A. Masking Procedures for Microdata Disclosure Limitation, Journal of Official Statistics, 9, (1993) 383-406
    • (1993) Journal of Official Statistics , vol.9 , pp. 383-406
    • Fuller, W.A.1
  • 31
    • 35048890759 scopus 로고    scopus 로고
    • Association of Computing Machinery, Special Interest Group on Knowledge Discovery and Datamining '02
    • Iyengar, V. Transforming Data to Satisfy Privacy Constraints, Association of Computing Machinery, Special Interest Group on Knowledge Discovery and Datamining '02 (2002)
    • (2002) Transforming Data to Satisfy Privacy Constraints
    • Iyengar, V.1
  • 32
    • 0346832638 scopus 로고    scopus 로고
    • Multiple Imputation and Disclosure Control: The Case of the 1995 Survey of Consumer Finances
    • Washington, DC: National Academy Press
    • Kennickell, A. B. Multiple Imputation and Disclosure Control: The Case of the 1995 Survey of Consumer Finances, in Record Linkage Techniques 1997, Washington, DC: National Academy Press, 248-267 (available at http://www.fcsm.gov) (1999)
    • (1999) Record Linkage Techniques 1997 , pp. 248-267
    • Kennickell, A.B.1
  • 33
    • 0002956175 scopus 로고
    • A Method for Limiting Disclosure in Microdata Based on Random Noise and Transformation
    • American Statistical Association
    • Kim, J. J. A Method for Limiting Disclosure in Microdata Based on Random Noise and Transformation, American Statistical Association, Proceedings of the Section on Survey Research Methods, (1986) 303-308
    • (1986) Proceedings of the Section on Survey Research Methods , pp. 303-308
    • Kim, J.J.1
  • 34
    • 35048849248 scopus 로고
    • Subdomain Estimation for the Masked Data
    • American Statistical Association
    • Kim, J. J. Subdomain Estimation for the Masked Data, American Statistical Association, Proceedings of the Section on Survey Research Methods, (1990) 456-461
    • (1990) Proceedings of the Section on Survey Research Methods , pp. 456-461
    • Kim, J.J.1
  • 36
    • 0000964471 scopus 로고
    • Measures of Disclosure Risk and Harm
    • Lambert, D. Measures of Disclosure Risk and Harm,Joumal of Official Statistics, 9, (1993) 313-331
    • (1993) Joumal of Official Statistics , vol.9 , pp. 313-331
    • Lambert, D.1
  • 37
  • 38
    • 12844255741 scopus 로고    scopus 로고
    • Selective Multiple Imputation of Keys for Statistical DisclosureControl in Microdata
    • American Statistical Association, CD-ROM
    • Little, R. J. A. and Liu, F. Selective Multiple Imputation of Keys for Statistical DisclosureControl in Microdata, American Statistical Association, Proceedings of the Section on Survey Research Methods, CD-ROM, (2002)
    • (2002) Proceedings of the Section on Survey Research Methods
    • Little, R.J.A.1    Liu, F.2
  • 39
    • 78249287156 scopus 로고    scopus 로고
    • Comparison of SMIKe with Data-Swapping and PRAM for Statistical Disclosure Control of Simulated Microdata
    • American Statistical Association
    • Little, R. J. A. and Liu, F. Comparison of SMIKe with Data-Swapping and PRAM for Statistical Disclosure Control of Simulated Microdata, American Statistical Association, Proceedings of the Section on Survey Research Methods, (2003)
    • (2003) Proceedings of the Section on Survey Research Methods
    • Little, R.J.A.1    Liu, F.2
  • 40
    • 35048819202 scopus 로고    scopus 로고
    • Trail Re-identification: Learning Who You are from Where You have Been
    • Carnegie-Mellon University, March
    • Malin, B. Sweeney, L., and Newton, E. Trail Re-identification: Learning Who You are from Where You have Been, Workshop on Privacy in Data, Carnegie-Mellon University, March 2003.
    • (2003) Workshop on Privacy in Data
    • Malin, B.1    Sweeney, L.2    Newton, E.3
  • 42
    • 10944249990 scopus 로고
    • Controlled Data Swapping Techniques for Masking Public Use Data Sets
    • U.S. Bureau of the Census
    • Moore, R. Controlled Data Swapping Techniques for Masking Public Use Data Sets, U.S. Bureau of the Census, Statistical Research Division Report rr96/04, (available at http://www.census.gov/srd/www/byyear.html) (1995).
    • (1995) Statistical Research Division Report Rr96/04
    • Moore, R.1
  • 43
    • 0033207750 scopus 로고    scopus 로고
    • A General Additive Data Perturbation Method for Database Security
    • Muralidhar, K., Parsa, R. and Sarathy, R. A General Additive Data Perturbation Method for Database Security, Management Science, 45 (10), (1999) 1399-1415
    • (1999) Management Science , vol.45 , Issue.10 , pp. 1399-1415
    • Muralidhar, K.1    Parsa, R.2    Sarathy, R.3
  • 44
    • 0035565671 scopus 로고    scopus 로고
    • An Improved Security Requirement for Data Perturbation with Implications for E-Commerce
    • Muralidhar, K., Sarathy, R. and R. Parsa, R. An Improved Security Requirement for Data Perturbation with Implications for E-Commerce, Decision Sciences, 32 (4), (2001) 683-698
    • (2001) Decision Sciences , vol.32 , Issue.4 , pp. 683-698
    • Muralidhar, K.1    Sarathy, R.2    Parsa, R.3
  • 45
    • 0001626808 scopus 로고
    • Disclosure Risk and Disclosure Avoidance for Microdata
    • Paas, G. Disclosure Risk and Disclosure Avoidance for Microdata, Journal of Business and Economic Statistics, 6, (1988) 487-500
    • (1988) Journal of Business and Economic Statistics , vol.6 , pp. 487-500
    • Paas, G.1
  • 46
    • 84976672368 scopus 로고
    • The Use of Regression Methodology for the Compromise of Confidential Information in Statistical Databases
    • Palley, M. A. and Simonoff, J. S. The Use of Regression Methodology for the Compromise of Confidential Information in Statistical Databases, ACM Transactions on Database Systems, 12 (4), (1987) 593-608
    • (1987) ACM Transactions on Database Systems , vol.12 , Issue.4 , pp. 593-608
    • Palley, M.A.1    Simonoff, J.S.2
  • 47
    • 0348062788 scopus 로고    scopus 로고
    • Maximum Entropy Simulation for Microdata Protection
    • Polettini, S. Maximum Entropy Simulation for Microdata Protection, Statistics and Computing, 13 (4), (2003) 307-320
    • (2003) Statistics and Computing , vol.13 , Issue.4 , pp. 307-320
    • Polettini, S.1
  • 48
    • 35048813727 scopus 로고    scopus 로고
    • A Bayesian Hierarchical Model Approach to Risk Estimation in Statistical Disclosure Limitation
    • J. Domingo-Ferrer and V. Torra, eds. Springer: New York
    • Polettini, S. and Stander, J. A Bayesian Hierarchical Model Approach to Risk Estimation in Statistical Disclosure Limitation, in (J. Domingo-Ferrer and V. Torra, eds.) Privacy in Statistical Databases 2004, Springer: New York, (2004).
    • (2004) Privacy in Statistical Databases 2004
    • Polettini, S.1    Stander, J.2
  • 51
    • 0346202054 scopus 로고    scopus 로고
    • Satisfying Disclosure Restrictions with Synthetic Data Sets
    • Reiter, J.P. Satisfying Disclosure Restrictions with Synthetic Data Sets, Journal of Official Statistics, 18, (2002) 531-543
    • (2002) Journal of Official Statistics , vol.18 , pp. 531-543
    • Reiter, J.P.1
  • 53
    • 84949468678 scopus 로고    scopus 로고
    • Releasing Multiply Imputed, Synthetic Public-Use Microdata: An Illustration and Empirical Study
    • Reiter, J.P. Releasing Multiply Imputed, Synthetic Public-Use Microdata: An Illustration and Empirical Study, Journal of the Royal Statistical Society, A, (2004)
    • (2004) Journal of the Royal Statistical Society, A
    • Reiter, J.P.1
  • 54
    • 34848890416 scopus 로고    scopus 로고
    • On Models for Statistical Disclosure Risk Estimation
    • Luxembourg, April
    • Rinott, Y. On Models for Statistical Disclosure Risk Estimation, UNECE Work Session on Statistical Data Confidentiality, Luxembourg, April 2003, http://www.unece.org/stats/documents/2003/04/confidentiality/wp.16.e.pdf
    • (2003) UNECE Work Session on Statistical Data Confidentiality
    • Rinott, Y.1
  • 56
    • 0036971583 scopus 로고    scopus 로고
    • Perturbing Non-Normal Attributes: The Copula Approach
    • Sarathy, R., Muralidhar, K., and Parsa, R. Perturbing Non-Normal Attributes: The Copula Approach, Management Science, 48 (12), (2002) 1613-1627
    • (2002) Management Science , vol.48 , Issue.12 , pp. 1613-1627
    • Sarathy, R.1    Muralidhar, K.2    Parsa, R.3
  • 57
    • 0000558595 scopus 로고    scopus 로고
    • Regression Analysis of Data Files that are Computer Matched - Part II
    • Scheuren, F. and Winkler W. Regression Analysis of Data Files that are Computer Matched - Part II, Survey Methodology (1997) 157-165
    • (1997) Survey Methodology , pp. 157-165
    • Scheuren, F.1    Winkler, W.2
  • 58
    • 0019546487 scopus 로고
    • Security of Statistical Databases: Multidimensional Transformation
    • Schlörer, J. Security of Statistical Databases: Multidimensional Transformation, ACM Transactions on Database Systems, 6, (1981) 91-112
    • (1981) ACM Transactions on Database Systems , vol.6 , pp. 91-112
    • Schlörer, J.1
  • 60
    • 0001525945 scopus 로고    scopus 로고
    • Estimating the Re-identification Risk per Record in Microdata
    • Skinner, C. J. and Holmes, D. J. Estimating the Re-identification Risk per Record in Microdata, Journal of Official Statistics, 14 (1998) 361-372
    • (1998) Journal of Official Statistics , vol.14 , pp. 361-372
    • Skinner, C.J.1    Holmes, D.J.2
  • 61
    • 3042770199 scopus 로고    scopus 로고
    • Computational Disclosure Control for Medical Microdata: The Datafly System
    • Washington, DC: National Academy Press
    • Sweeney, L. Computational Disclosure Control for Medical Microdata: The Datafly System, in Record Linkage Techniques 1997, Washington, DC: National Academy Press (1999) 442-453
    • (1999) Record Linkage Techniques 1997 , pp. 442-453
    • Sweeney, L.1
  • 63
    • 35048837274 scopus 로고    scopus 로고
    • Bayesian Networks Representations, Generalized Imputation, and Synthetic Microdata Satisfying Analytic Restraints
    • Thibaudeau, Y. and Winkler, W.E. Bayesian Networks Representations, Generalized Imputation, and Synthetic Microdata Satisfying Analytic Restraints, Statistical Research Division report RR 2002/09 at http://www.census.gov/srd/ www/byyear.html (2002)
    • (2002) Statistical Research Division Report RR 2002/09
    • Thibaudeau, Y.1    Winkler, W.E.2
  • 65
    • 0036678198 scopus 로고    scopus 로고
    • Randomized Response, Statistical Disclosure Control, and Misclassification: A Review
    • Van Den Hout, A. and Van Der Heijden, P. G. M. Randomized Response, Statistical Disclosure Control, and Misclassification: A Review, International Statistical Review, 70 (2) (2002) 269-288
    • (2002) International Statistical Review , vol.70 , Issue.2 , pp. 269-288
    • Van Den Hout, A.1    Van Der Heijden, P.G.M.2
  • 66
    • 0003229411 scopus 로고    scopus 로고
    • Statistical Disclosure Control in Practice
    • Springer-Verlag, New York
    • Willenborg, L. and De Waal, T. Statistical Disclosure Control in Practice, Vol. 111, Lecture Notes in Statistics, Springer-Verlag, New York (1996)
    • (1996) Lecture Notes in Statistics , vol.111
    • Willenborg, L.1    De Waal, T.2
  • 67
    • 0346832670 scopus 로고    scopus 로고
    • Elements of Statistical Disclosure Control
    • Springer-Verlag, New York
    • Willenborg, L. and De Waal, T. Elements of Statistical Disclosure Control, Vol. 155, Lecture Notes in Statistics, Springer-Verlag, New York (2000)
    • (2000) Lecture Notes in Statistics , vol.155
    • Willenborg, L.1    De Waal, T.2
  • 68
    • 0003363140 scopus 로고
    • Matching and Record Linkage
    • B. G. Cox (ed.) New York: J. Wiley
    • Winkler, W. E. Matching and Record Linkage, in B. G. Cox (ed.) Business Survey Methods, New York: J. Wiley, (1995) 355-384
    • (1995) Business Survey Methods , pp. 355-384
    • Winkler, W.E.1
  • 69
    • 0007251183 scopus 로고    scopus 로고
    • Re-identification Methods for Evaluating the Confidentiality of Analytically Valid Microdata
    • Winkler, W. E. Re-identification Methods for Evaluating the Confidentiality of Analytically Valid Microdata, Research in Official Statistics, 1, (1998) 87-104
    • (1998) Research in Official Statistics , vol.1 , pp. 87-104
    • Winkler, W.E.1
  • 71
    • 25844446574 scopus 로고    scopus 로고
    • Single Ranking Micro-aggregation and Re-identification
    • Winkler, W. E. Single Ranking Micro-aggregation and Re-identification, Statistical Research Division report RR 2002/08 at http://www.census.gov/srd/ www/byyear.html (2002)
    • (2002) Statistical Research Division Report RR 2002/08
    • Winkler, W.E.1
  • 72
    • 23044534607 scopus 로고    scopus 로고
    • Disclosure Risk Assessment in Perturbative Microdata Protection
    • J. Domingo-Ferrer, ed. Springer: New York
    • Yancey, W.E., Winkler, W.E., and Creecy, R. H. Disclosure Risk Assessment in Perturbative Microdata Protection, in (J. Domingo-Ferrer, ed.) Inference Control in Statistical Databases, Springer: New York (2002)
    • (2002) Inference Control in Statistical Databases
    • Yancey, W.E.1    Winkler, W.E.2    Creecy, R.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.