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cs.DB2004★ 1 cited
A Framework for High-Accuracy Privacy-Preserving Mining
Shipra Agrawal, Jayant R. Haritsa
To preserve client privacy in the data mining process, a variety of techniques based on random perturbation of data records have been proposed recently. In this paper, we present a…
cs.DB2003★ 5 cited
On Addressing Efficiency Concerns in Privacy Preserving Data Mining
Shipra Agrawal, Vijay Krishnan, Jayant Haritsa
Data mining services require accurate input data for their results to be meaningful, but privacy concerns may influence users to provide spurious information. To encourage users to…