TY  - CONF

JO  - Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on
TI  - How to sanitize data?
T2  - Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on
IS  - 
SN  - 1524-4547
VO  - 
SP  -  217
EP  -  222
AU  - Bishop, M.
AU  - Bhumiratana, B.
AU  - Crawford, R.
AU  - Levitt, K.
Y1  - 14-16 June 2004
PY  - 2004
KW  - data analysis
KW  - data privacy
KW  - data analysis
KW  - data privacy
KW  - data provider needs
KW  - data representation
KW  - data sanitization
VL  - 
JA  - Enabling Technologies: Infrastructure for Collaborative Enterprises, 2004. WET ICE 2004. 13th IEEE International Workshops on
DOI  - 10.1109/ENABL.2004.36
AB  -  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.
ER  -