ETRI Journal
- Volume 30 Issue 6
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- Pages.868-870
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- 2008
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- 1225-6463(pISSN)
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- 2233-7326(eISSN)
Mitigating the ICA Attack against Rotation-Based Transformation for Privacy Preserving Clustering
- Mohaisen, Abedelaziz (Software & Content Research Laboratory, ETRI) ;
- Hong, Do-Won (Software & Content Research Laboratory, ETRI)
- Received : 2008.05.19
- Accepted : 2008.10.08
- Published : 2008.12.31
Abstract
The rotation-based transformation (RBT) for privacy preserving data mining is vulnerable to the independent component analysis (ICA) attack. This paper introduces a modified multiple-rotation-based transformation technique for special mining applications, mitigating the ICA attack while maintaining the advantages of the RBT.