缓解针对隐私保护聚类的旋转变换的 ICA 攻击
密码学与安全
2009-06-02 v1
摘要
用于隐私保护数据挖掘(PPDM)的基于旋转的变换(RBT)容易受到独立成分分析(ICA)攻击。本文针对特定的挖掘应用,引入了一种改进的多重旋转变换(MRBT)技术,该技术能够缓解 ICA 攻击,同时保持 RBT 的优势。
引用
@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}
}
备注
3 pages, 1 figure, appeared as a letter in ETRI journal