Data Shuffling—A New Masking Approach for Numerical Data
Published Online:1 May 2006https://doi.org/10.1287/mnsc.1050.0503
References
- Security-control methods for statistical databases: A comparative study. ACM Comput. Surveys (1989) 21:515–556Crossref, Google Scholar
- Information preserving statistical obfuscation. Statist. Comput. (2003) 13:321–327Crossref, Google Scholar
- A data swapping technique for generating synthetic samples: A method for disclosure control. Res. Official Statist. (2002) 6:35–64Google Scholar
- Correlations and copulas for decision and risk analysis. Management Sci. (1999) 45:208–224Link, Google Scholar
- Towards a methodology for statistical disclosure control. Statistisktidskrift (1977) 5:429–444Google Scholar
- Data-swapping: A technique for disclosure control. J. Statist. Planning Inference (1982) 6:73–85Crossref, Google Scholar
- , Domingo-Ferrer J. Sensitive microdata protection using Latin hypercube sampling technique. Inference Control in Statistical Databases (2002) (Springer-Verlag, New York) Crossref, Google Scholar
- Disclosure-limited data dissemination. J. Amer. Statist. Assoc. (1986) 81:10–18Crossref, Google Scholar
- Enhancing access to microdata while protecting confidentiality: Prospects for the future. Statist. Sci. (1991) 6:219–239Crossref, Google Scholar
- Disclosure risk vs. data utility: The R-U confidentiality map. (2001) . Technical report LA-UR-01-6428, Los Alamos National Laboratory, Los Alamos, NMGoogle Scholar
- Comment on paper by Carlson and Salabasis: “A data swapping technique for generating synthetic samples: A method for disclosure control.”. Res. Official Statist. (2002) 6:65–67Google Scholar
- Data swapping: Variations on a theme by Dalenius and Reiss. J. Official Statist. (2005) 21:309–323Google Scholar
- A Bayesian approach to data disclosure: Optimal intruder behavior for continuous data. J. Official Statist. (1997) 13:75–89Google Scholar
- Disclosure limitation using perturbation and related methods for categorical data. J. Official Statist. (1998a) 14:485–502Google Scholar
- Rejoinder. J. Official Statist. (1998b) 14:509–511Google Scholar
- Masking procedures for microdata disclosure limitation. J. Official Statist. (1993) 9:383–406Google Scholar
- Confidentiality via camouflage: The CVC approach to disclosure limitation when answering queries to databases. Oper. Res. (2002) 50:501–516Link, Google Scholar
- Comment. J. Official Statist. (1998) 14:503–508Google Scholar
- A data distortion by probability distribution. ACM Trans. Database Systems (1985) 10:395–411Crossref, Google Scholar
- Statistical analysis of masked data. J. Official Statist. (1993) 9:407–426Google Scholar
- Controlled data swapping for masking public use microdata sets. (1996) . Research report series no. RR96/04, U.S. Census Bureau, Statistical Research Division, Washington, D.C.Google Scholar
- A theoretical basis for perturbation methods. Statist. Comput. (2003a) 13:329–335Crossref, Google Scholar
- A rejoinder to the comments by Polettini and Stander. Statist. Comput. (2003b) 13:339–342Crossref, Google Scholar
- A general additive data perturbation method for database security. Management Sci. (1999) 45:1399–1415Link, Google Scholar
- An improved security requirement for data perturbation with implications for e-commerce. Decision Sci. (2001) 32:683–698Crossref, Google Scholar
- An Introduction to Copulas (1999) (Springer, New York) Crossref, Google Scholar
- Multiple imputation for statistical disclosure limitation. J. Official Statist. (2003) 19:1–6Google Scholar
- Non-reversible privacy transformations. Proc. ACM Sympos. Principles Database Systems (1982) Los Angeles, CA:139–146Crossref, Google Scholar
- Discussion of statistical disclosure limitation. J. Official Statist. (1993) 9:461–468Google Scholar
- Perturbing non-normal confidential variables: The copula approach. Management Sci. (2002) 48:1613–1627Link, Google Scholar
- Wall Street Journal (2001) . Bureau blurs data to keep names confidential. (February 14) B1–B2Google Scholar
- Elements of Statistical Disclosure Control (2001) (Springer, New York) Crossref, Google Scholar
- Advanced methods for record linkage. Proc. Survey Res. Methods Section (1995a) (American Statistical Association, Alexandria, VA) Google Scholar
- , Cox B. G. Matching and record linkage. Business Survey Methods (1995b) (John Wiley and Sons, New York) 355–384Crossref, Google Scholar
- Producing public-user microdata that are analytically valid and confidential. (1998) . Statistical research report series no. RR98/02, U.S. Census Bureau, Statistical Research Division, Washington, D.C.Google Scholar

