Disclosure risk measures for microdata

Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM

Volumn 2003-January, Issue , 2003, Pages 15-22

  Truta, T M ^a   Fotouhi, F ^a   Barth Jones, D ^b  

^a Wayne State University   (United States)

^b WAYNE STATE UNIVERSITY   (United States)

Author keywords

Computer science; Conference management; Databases; Loss measurement; Measurement standards; Medical services; Protection; Risk analysis; Sampling methods

Indexed keywords

COMPUTER SCIENCE; DATABASE SYSTEMS; MANAGEMENT INFORMATION SYSTEMS; RISK ANALYSIS;

CONFERENCE MANAGEMENT; LOSS MEASUREMENT; MEASUREMENT STANDARDS; MEDICAL SERVICES; PROTECTION; SAMPLING METHOD;

RISK ASSESSMENT;

EID: 77951486630     PISSN: 10993371     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSDM.2003.1214948     Document Type: Conference Paper

References (17)

1. Adam N. R., Wortmann J. C. (1989), Security Control Methods for Statistical Databases: A Comparative Study. ACM Computing Surveys, Vol. 21, No. 4.
2. Bethlehem J. G., Keller W. J., Pannekoek J. (1990), Disclosure Control of Microdata. Journal of the American Statistical Association, Vol. 85, Issue 409, 38-45.
3. Dalenius T., Reiss S. P. (1982), Data-Swapping: A Technique for Disclosure Control. Journal of Statistical Planning and Inference 6, 73-85.
4. Domingo-Ferrer J., Mateo-Sanz J. (2002), Practical Data-Oriented Microaggregation for Statistical Disclosure Control. IEEE Transactions on Knowledge and Data Engineering, Vol. 14, No. 1, 189-201.
5. Elliot, M. J. (2000), DIS: a new approach to the measurement of statistical disclosure risk, International Journal of Risk Management, 39-48.
6. Fellegi I. P. (1972), On the Question of Statistical Confidentiality. Journal of the American Statistical Association, Volume 67, Issue 337, 7-18.
7. Fienberg, S. E.; Markov, U. E. (1998), Confidentiality, Uniqueness, and Disclosure Limitation for Categorical Data, Journal of Official Statistics, 385-397.
8. Greenberg, B.; Zayatz, L. (1992), Strategies for Measuring Risk in Public Use Microdata Files, Statistica Neerlandica, 33-48.
9. Kim J. J. (1986), A Method for Limiting Disclosure in Microdata Based on Random Noise and Transformation. American Statistical Association, Proceedings of the Section on Survey Research Methods, 303-308.
10. Kooiman, P.; Willemborg, L.; Gouweleeuw, J. (1997), PRAM: A Method for Disclosure Limitation for Microdata, Report, Department of Statistical Methods, Statistical Netherlands, Voorburg.
11. Lambert D. (1993), Measures of Disclosure Risk and Harm. Journal of Official Statistics, Vol. 9, 313-331.
12. Little, R. J. A. (1993), Statistical Analysis of Masked Data, Journal of Official Statistics, Vol. 9, 407-426.
13. McGuckin R. H., Nguyen S. V. (1990), Public Use Microdata: Disclosure and Usefulness. Journal of Economic and Social Measurement, Vol. 16, 19-39.
14. Muralidhar K., Sarathy R. (1999), Security of Random Data Perturbation Methods, ACM Transactions on Database Systems, Vol. 24, No. 4, 487-493.
15. Skinner, C. J.; Marsh, C.; Openshaw, S.; Wymer, C. (1994), Disclosure control for census microdata, Journal of Official Statistics, 31-51.
16. Tendick P., Matloff, N. (1994), A Modified Random Perturbation Method for Database Security. ACM Transactions on Database Systems, Volume 19, Number 1.
17. Willemborg L., Waal T. (ed) (2001), Elements of Statistical Disclosure Control. Springer Verlag.