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Data mining, national security, privacy and civil liberties
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Source ACM SIGKDD Explorations Newsletter archive
Volume 4 ,  Issue 2  (December 2002) table of contents
Pages: 1 - 5  
Year of Publication: 2002
ISSN:1931-0145
Author
Bhavani Thuraisingham  The National Science Foundation, Arlington, VA
Publisher
ACM  New York, NY, USA
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Downloads (6 Weeks): 68,   Downloads (12 Months): 361,   Citation Count: 8
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ABSTRACT

In this paper, we describe the threats to privacy that can occur through data mining and then view the privacy problem as a variation of the inference problem in databases.


REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

 
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{ACM02} ACM Computer Security Conference Workshop on Privacy, Washington DC, November 2002.
 
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{AFSB83} Air Force Summer Study Report on Multilevel Secure Database Systems, Washington DC, 1983.
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{BAIN03} Bainbridge, W., "Privacy," Encyclopedia of Community, Sage Reference, Thousand Oaks, CA, 2003
 
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{CLIF96} Clifton, C. and D. Marks, "Security and Privacy Implications of Data Mining", Proceedings of the ACM SIGMOD Conference Workshop on Research Issues in Data Mining and Knowledge Discovery, Montreal, June 1996.
 
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{CLIF02} Clifton, C., M. Kantarcioglu and J. Vaidya, "Defining Privacy for Data Mining," Purdue University, 2002 (see also Next Generation Data Mining Workshop, Baltimore, MD, November 2002).
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{GEHR02} Gehrke, J., "Research Problems in Data Stream Processing and Privacy-Preserving Data Mining," Proceedings of the Next Generation Data Mining Workshop, Baltimore, MD, November 2002.
 
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{HINK88} Hinke T., "Inference and Aggregation Detection in Database Management Systems," Proceedings of the Security and Privacy Conference, Oakland, CA, April 1988.
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{NGDM02} Next Generation Data Mining Workshop, Baltimore, MD, November 2002.
 
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{THUR90} Thuraisingham, B., "Recursion Theoretic Properties of the Inference Problem," MITRE Report MTP291, June 1990 (also presented at the 1990 Computer Security Foundations Workshop, Franconia, NH, June 1990).
 
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{THUR91b} Thuraisingham, B., "Nonmonotonic Types Multilevel Logic for Multilevel Secure Data and Knowledge Base Management System," Proceedings of the IEEE Computer Security Foundations Workshop, Franconia, NH, June 1991.
 
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{THUR96} Thuraisingham, B., "Data Warehousing, Data Mining and Security," IFIP Database Security Conference, Como, Italy, July 1996 (paper in book by Chapman and Hall, 1997).
 
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{THUR03} Thuraisingham, B. "Web Data Mining: Technologies and Their Applications to Counter-terrorism," CRC Press, FL, 2003.


Collaborative Colleagues:
Bhavani Thuraisingham: colleagues