Privacy-preserving data linkage and geocoding: Current approaches and research directions

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2006, Pages 497-501

  Christen, Peter ^a  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING;

CONFIDENTIAL DATA; DATA LINKAGE; GEO CODING; GEOGRAPHIC LOCATION; IMPROVED TECHNIQUES; PERSONAL INFORMATION; PRIVACY PRESERVING; REAL-WORLD SCENARIO;

DATA PRIVACY;

EID: 67650258952     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icdmw.2006.135     Document Type: Conference Paper

References (16)

1. A. Al-Lawati, D. Lee, and P. McDaniel. Blocking-aware private record linkage. In IQIS '05: Proceedings of the 2nd international workshop on Information quality in information systems, pages 59-68, Baltimore, 2005. ACM Press.
2. M. J. Atallah, F. Kerschbaum, andW. Du. Secure and private sequence comparisons. In WPES'03: Proceedings of the 2003 ACM workshop on Privacy in the electronic society, pages 39-44, Washington DC, 2003. ACM Press.
3. P. Christen, T. Churches, and M. Hegland. Febrl - a parallel open source data linkage system. In PAKDD, Springer LNAI 3056, pages 638-647, Sydney, 2004.
4. P. Christen and K. Goiser. Quality and complexity measures for data linkage and deduplication. In F. Guillet and H. J. Hamilton, editors, Quality Measures in Data Mining, volume 43 of Studies in Computational Intelligence. Springer, 2006.
5. P. Christen, A. Willmore, and T. Churches. A probabilistic geocoding system utilising a parcel based address file. In AusDM'04, pages 130-145, Cairns, Australia, 2006. Springer LNAI 3755.
6. T. Churches and P. Christen. Some methods for blindfolded record linkage. BioMed Central Medical Informatics and Decision Making, 4(9), 2002.
7. L. Dusserre, C. Quantin, and H. Bouzelat. A one way public key cryptosystem for the linkage of nominal files in epidemiological studies. Medinfo, 8(644-7), 1995.
8. C. W. Kelman, J. A. Bass, and D. Holman. Research use of linked health data - a best practice protocol. ANZ Journal of Public Health, 26(3), 2002.
9. B. Malin and L. Sweeney. A secure protocol to distribute unlinkable health data. In American Medical Informatics Association 2005 Annual Symposium, pages 485-489, Washington DC, 2005.
10. C. M. O'Keefe, M. Yung, L. Gu, and R. Baxter. Privacy-preserving data linkage protocols. In WPES'04: Proceedings of the 2004 ACM workshop on Privacy in the electronic society, pages 94-102, Washington DC, 2004.
11. P. Ravikumar, W. W. Cohen, and S. E. Fienberg. A secure protocol for computing string distance metrics. In PSDM held at ICDM, Brighton, UK, 2004.
12. G. Schadow, S. J. Grannis, and C. J. McDonald. Discussion paper: privacy-preserving distributed queries for a clinical case research network. In CRPIT '14: Proceedings of the IEEE international conference on privacy, security and data mining, pages 55-65, 2002.
13. L. Sweeney. k-anonymity: A model for protecting privacy. Int. J. Uncertain. Fuzz. Knowl.-Based Sys., 10(5), 2002.
14. V. S. Verykios, E. Bertino, I. N. Fovino, L. P. Provenza, S. Yucel, and Y. Theodoridis. State-of-the-art in privacy preserving data mining. SIGMOD Rec., 33(1):50-57, 2004.
15. W. E. Winkler. Masking and re-identification methods for public-use microdata: Overview and research problems. In Privacy in Statistical Databases, pages 216-230, Barcelona, 2004. Springer LNCS 3050.
16. W. E. Winkler. Overview of record linkage and current research directions. Technical Report RRS2006/02, US Bureau of the Census, 2006.