Preserving confidentiality when sharing medical database with the Cellsecu system

International Journal of Medical Informatics

Volumn 71, Issue 1, 2003, Pages 17-23

  Chiang, Yu Cheng ^a,d   Hsu, Tsan Sheng ^b   Kuo, Sun ^c   Liau, Churn Jung ^b   Wang, Da Wei ^b  

^a INSTITUTE FOR INFORMATION INDUSTRY   (Taiwan)

^b INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

^c NATIONAL YANG MING UNIVERSITY   (Taiwan)

^d NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Medical database; Non uniqueness; Privacy; Privacy gateway

Indexed keywords

DATA WAREHOUSES; MEDICAL APPLICATIONS; SECURITY OF DATA;

DATA CONFIDENTIALITY;

MEDICAL COMPUTING;

ARTICLE; BIOMEDICAL TECHNOLOGY ASSESSMENT; COMPUTER MODEL; COMPUTER SYSTEM; CONFIDENTIALITY; DATA BASE; HEALTH CARE ORGANIZATION; INFORMATION RETRIEVAL; MEDICAL INFORMATICS; MEDICAL INFORMATION; MEDICAL INFORMATION SYSTEM; MEDICAL TECHNOLOGY; PRIORITY JOURNAL; PRIVACY; THEORETICAL MODEL; THEORY;

EID: 0042090221     PISSN: 13865056     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1386-5056(03)00030-3     Document Type: Article

References (21)

1. Adam N.R., Wortmann J.C. Security-control methods for statistical databases: a comparative study. ACM Computing Surveys. 21:(4):1989;515-556.
2. L. Alexander, T. Jabine, Access to social security microdata files for research and statistical purposes, Social Security Bulletin 41 (8) 1978.
3. Y.-C. Chiang, Protecting Privacy in Public Database, Master's thesis, Graduate Institute of Information Management, National Taiwan University, 2000, in Chinese.
4. Y.-C. Chiang, T.-S. Hsu, S. Kuo, D.-W. Wang, Preserving confidentially when sharing medical data, in: Proceedings Asia Pacific Medical Informatics Conference (APAMI-MIC), 2000.
5. Chiang Y.T., Chiang Y.C., Hsu T.-s., Liau C.-J., Wang D.-W. How much privacy? - A system to safe guard personal privacy while releasing database. Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing, LNCS#2475. 2002;226-233 Springer.
6. Chellas B.F. Modal Logic. 1980;Cambridge University Press, Cambridge, UK.
7. Denning D.E., Akl S.G., Heckman M., Lunt T.F., Morgenstern M., Neumann P.G., Schell R.R. Views for multilevel database security. IEEE Transactions on Software Engineering. 13:(2):1987;129-140.
8. Fagin R., Halpern J.Y., Moses Y., Vardi M.Y. Reasoning About Knowledge. 1995;MIT Press.
9. Ford W.R., O'Keefe J., Thuraisingham M.B. Database Inference Controller: An Overview. Technical Report MTR 10963. 1:1990;MITRE Corporation.
10. T.D. Garvey, T.F. Lunt, X. Quin, M.E. Stickel, Inference Channel Detection and Elimination in Knowledge-Based Systems, Final Report ECU 2528, SRI International, 1994.
11. Halpern J.K., Tuttle M.R. Knowledge, probability, and adversaries. Journal of the ACM. 40:(4):1993;917-962.
12. T.H. Hinke, Inference aggregation detection in database management systems, in: Proceedings of the IEEE Symposium on Research in Security and Privacy, 1988, pp. 96-106.
13. Hoffman L.J., Miller W.F. Getting a personal dossier from a statistical data bank. Datamation. 16:(5):1970;74-74.
14. Hsu T.-S., Liau C.-J., Wang D.-W. A logical model for privacy protection. Proceedings of the Fourth Information Security Conference (ISC) LNCS# 2200. 2001;110-124 Springer.
15. Hsu T.-S., Liau C.-J., Wang D.-W., Chen J.K.-P. Quantifying privacy leakage through answering database queries. Proceedings of the Fifth Information Security Conference (ISO) LNCS# 2433. 2002;162-175 Springer.
16. A. Hundepool, L. Willenborg, μ- and τ-argus: software for statistical disclosure control, in: Third International Seminar on Statistical Confidentiality, Bled, 1996.
17. S. Jajodia, Aggregation and inference problems in multilevel secure systems, in: Proceedings of the Fifth Rome Laboratory Database Security Workshop, 1992.
18. Krasucki P., Parikh R., Ndjatou G. Probabilistic knowledge and probabilistic common knowledge (preliminary report). Ras Z.W., Zemankova M., Emrich M.L. Methodologies for Intelligent Systems. 5:1990;1-8 Elsevier, Hague.
19. L. Sweeney, Guaranteeing Anonymity When Sharing Medical Data, The Datafly system, MIT A.I., Working Paper No. AIWP-WP334, 1997.
20. M. Morgenstern, Controlling logical inference in multilevel database systems, in: Proceedings of the IEEE Symposium on Security and Privacy, 1988, pp. 245-255.
21. M.A. Palley, Security of statistical databases compromise through attribute correlational modeling, in: Proceedings of IEEE Conference on Data Engineering, 1986, pp. 67-74.