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Detail
Journal Article
Mitigating the ICA Attack Against Rotation-Based Transformation for Privacy Preserving Clustering
- Authors
- Abedelaziz Mohaisen, Do Won Hong
- Issue Date
- 2008-12
- Citation
- ETRI Journal, v.30, no.6, pp.868-870
- ISSN
- 1225-6463
- Publisher
- 한국전자통신연구원 (ETRI)
- Language
- English
- Type
- Journal Article
- 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.
- KSP Keywords
- Data mining(DM), Independent Component analysis, Privacy Preserving Data Mining(PPDM), Transformation technique, privacy preserving clustering(PPC)