Most of the Privacy Preserving Data Mining (PPDM) methods require to determine sensitive knowledge by data owner in order to hide them. I need some scientific reference that helps data owner to select this sensitive knowledge wisely. Can anyone suggest some paper or book?
I found the following paper which automates detection of sensitive information from databases based on confidential and identifying attributes.
du Mouza, C.; Métais, E.; Lammari, N.; Akoka, J.; Aubonnet, T.; Comyn-Wattiau, I.; Fadili, H.; Cherfi, S.S., "Towards an Automatic Detection of Sensitive Information in a Database," Advances in Databases Knowledge and Data Applications (DBKDA), 2010 Second International Conference on , vol., no., pp.247,252, 11-16 April 2010
doi: 10.1109/DBKDA.2010.17
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