DocumentCode
2268859
Title
How to sanitize data?
Author
Bishop, Matt ; Bhumiratana, Bhume ; Crawford, Rick ; Levitt, Karl
Author_Institution
Dept. of Comput. Sci., California Univ., Davis, CA, USA
fYear
2004
fDate
14-16 June 2004
Firstpage
217
Lastpage
222
Abstract
Balancing the needs of a data analyst with the privacy needs of a data provider is a key issue when data is sanitized. We treat both the requirements of the analyst and the privacy expectations as policies, and compose the two policies to detect conflicts. The result can be applied to an intermediate data representation to sanitize the relevant pans of the data. We conclude that this method has promise, but more work is needed to determine its effectiveness and limits.
Keywords
data analysis; data privacy; data analysis; data privacy; data provider needs; data representation; data sanitization; Collaborative work; Computer science; Computer security; Conferences; Contracts; Data analysis; Data privacy; Diseases; International collaboration; Telecommunication traffic;
fLanguage
English
Publisher
ieee
Conference_Titel
Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on
ISSN
1524-4547
Print_ISBN
0-7695-2183-5
Type
conf
DOI
10.1109/ENABL.2004.36
Filename
1376836
Link To Document