Privacy Preserving Data Mining (2000)
by
Yehuda Lindell Department
,
Yehuda Lindell
,
Benny Pinkas
Journal of Cryptology
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@INPROCEEDINGS{Department00privacypreserving,
author = {Yehuda Lindell Department and Yehuda Lindell and Benny Pinkas},
title = {Privacy Preserving Data Mining},
booktitle = {Journal of Cryptology},
year = {2000},
pages = {36--54},
publisher = {Springer-Verlag}
}
author = {Yehuda Lindell Department and Yehuda Lindell and Benny Pinkas},
title = {Privacy Preserving Data Mining},
booktitle = {Journal of Cryptology},
year = {2000},
pages = {36--54},
publisher = {Springer-Verlag}
}
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Abstract:
In this paper we address the issue of privacy preserving data mining. Specifically, we consider a scenario in which two parties owning confidential databases wish to run a data mining algorithm on the union of their databases, without revealing any unnecessary information. Our work is motivated by the need to both protect privileged information and enable its use for research or other purposes.
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