We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for analyzing the work which has been performed in this context. A detailed review of the work accomplished in this area is also given, along with the coordinates of each work to the classification hierarchy. A brief evaluation is performed, and some initial conclusions are made.
%0 Journal Article
%1 Ref-Verykios-2004a
%A Verykios, V. S.
%A Bertino, E.
%A Fovino, I. N.
%A Provenza, L. P.
%A Saygin, Y.
%A Theodoridis, Y.
%D 2004
%J ACM SIGMOD Record
%K modap
%N 33
%T State-of-the-art in privacy preserving data mining
%V 1
%X We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for analyzing the work which has been performed in this context. A detailed review of the work accomplished in this area is also given, along with the coordinates of each work to the classification hierarchy. A brief evaluation is performed, and some initial conclusions are made.
@article{Ref-Verykios-2004a,
abstract = {We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for analyzing the work which has been performed in this context. A detailed review of the work accomplished in this area is also given, along with the coordinates of each work to the classification hierarchy. A brief evaluation is performed, and some initial conclusions are made.
},
added-at = {2010-10-08T14:10:09.000+0200},
author = {Verykios, V. S. and Bertino, E. and Fovino, I. N. and Provenza, L. P. and Saygin, Y. and Theodoridis, Y.},
biburl = {https://www.bibsonomy.org/bibtex/224fc00f978a894761f2c7fd3fe08e6ba/leyli},
description = {KDubiq Blueprint},
interhash = {6aa306ff5db5bc0e65220b06653f3510},
intrahash = {24fc00f978a894761f2c7fd3fe08e6ba},
journal = {ACM SIGMOD Record},
keywords = {modap},
number = 33,
page = {50--57},
timestamp = {2010-10-08T14:10:09.000+0200},
title = {State-of-the-art in privacy preserving data mining},
volume = 1,
year = 2004
}