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Mitigating the ICA Attack against Rotation Based Transformation for Privacy Preserving Clustering

1 June 2009
Aziz Mohaisen
Dowon Hong
ArXiv (abs)PDFHTML
Abstract

The rotation based transformation (RBT) for privacy preserving data mining (PPDM) is vulnerable to the independent component analysis (ICA) attack. This paper introduces a modified multiple rotation based transformation (MRBT) technique for special mining applications mitigating the ICA attack while maintaining the advantages of the RBT.

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