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.
Cite
@article{arxiv.0906.0202,
title = {Mitigating the ICA Attack against Rotation Based Transformation for Privacy Preserving Clustering},
author = {Abedelaziz Mohaisen and Dowon Hong},
journal= {arXiv preprint arXiv:0906.0202},
year = {2009}
}
Comments
3 pages, 1 figure, appeared as a letter in ETRI journal