T-plausibility: Semantic preserving text sanitization

Proceedings - 12th IEEE International Conference on Computational Science and Engineering, CSE 2009

Volumn 3, Issue , 2009, Pages 68-75

  Jiang, Wei ^a   Murugesan, Mummoorthy ^b   Clifton, Chris ^b   Si, Lou ^b  

^a Missouri University of Science and Technology   (United States)

^b Purdue University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AMOUNT OF INFORMATION; FEDERAL REGULATIONS; INFECTIOUS DISEASE; MEDICAL HISTORY; NOVEL INFORMATION; PERSONALLY IDENTIFIABLE INFORMATION; RESEARCH COMMUNITIES; SANITIZATION; SCIENTIFIC RESEARCHES; SENSITIVE INFORMATIONS; TEXT DOCUMENT;

DISEASES; INFORMATION THEORY; LAWS AND LEGISLATION; NETWORK SECURITY; PATHOLOGY; RESEARCH;

INFORMATION DISSEMINATION;

EID: 70849132623     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSE.2009.353     Document Type: Conference Paper

References (13)

1. M. J. Atallah, C. J. McDonough, V. Raskin, and S. Nirenburg. Natural language processing for information assurance and security: an overview and implementations. In NSPW '00: Proceedings of the 2000 workshop on New security paradigms, pages 51-65, New York, NY, USA, 2000. ACM.
2. V. T. Chakaravarthy, H. Gupta, P. Roy, and M. K. Mohania. Efficient techniques for document sanitization. In Proceeding of the 17th ACM Conference on Information and Knowledge Mining (CIKM), pages 843- 852, New York, NY, USA, 2008. ACM.
3. M. Douglass, G. Cliffford, A. Reisner, W. Long, G. Moody, and R. Mark. De-identification algorithm for free-text nursing notes, 2005.
4. M. R. Garey and W. H. F. D. S. Johnson. Computers and intractability: A guide to the theory of np-completeness. 1979.
5. The Health Insurance Portability and Accountability Act of 1996. Technical Report Federal Register 65 FR 82462, Department of Health and Human Services, Office of the Secretary, Dec. 2000.
6. W. Jiang, M. Murugesan, C. Clifton, and L. Si. Semantic preserving text sanitization. Technical Report CSD TR# 06-015, Department of Computer Science, Purdue University, West Lafayette, IN, Aug. 2008.
7. G. A. Miller. Wordnet: a lexical database for english. Commun. ACM, 38(11):39-41, 1995.
8. P. Ruch, R. Baud, A. Rassinoux, P. Bouillon, and G. Robert. Medical document anonymization with a semantic lexicon, 2000.
9. P. Samarati. Protecting respondents' identities in microdata release. IEEE Transactions on Knowledge and Data Engineering (TKDE), 13(6):1010-1027, 2001.
10. Y. Saygin, D. Hakkani-Tur, and G. Tur. Sanitization and Anonymization of Document Repositories, chapter Web and Information Security, pages 133-148. Idea Group Inc., Hershey, PA, USA, 2005.
11. L. Sweeney. Replacing personally-identifying information in medical records, the scrub system. pages 333-337, 1996.
12. L. Sweeney. k-Anonymity: a model for protecting privacy. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 10(5):557-570, 2002.
13. A. Tveit, O. Edsberg, T. B. Rst, A. Faxvaag, O. Nytro, M. T. Nordgrd, Torbjornand Ranang, and A. Grimsmo. Anonymization of general practitioner medical records. In Proceedings of the second HelsIT Conference, Trondheim, Norway, 2004.