paper

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

arXiv:0906.0202

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.

3 pages, 1 figure, appeared as a letter in ETRI journal

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