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
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;
Conference_Titel :
Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on
Print_ISBN :
0-7695-2183-5
DOI :
10.1109/ENABL.2004.36
