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» A Data Privacy Taxonomy
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AUSDM
2008
Springer
188views Data Mining» more  AUSDM 2008»
15 years 5 months ago
Priority Driven K-Anonymisation for Privacy Protection
Given the threat of re-identification in our growing digital society, guaranteeing privacy while providing worthwhile data for knowledge discovery has become a difficult problem. ...
Xiaoxun Sun, Hua Wang, Jiuyong Li
105
Voted
CSE
2009
IEEE
15 years 10 months ago
Designing Privacy for Scalable Electronic Healthcare Linkage
—A unified electronic health record (EHR) has potentially immeasurable benefits to society, and the current healthcare industry drive to create a single EHR reflects this. Howeve...
Anthony Stell, Richard O. Sinnott, Oluwafemi Ajayi...
150
Voted
PAKDD
2007
ACM
140views Data Mining» more  PAKDD 2007»
15 years 9 months ago
A Hybrid Multi-group Privacy-Preserving Approach for Building Decision Trees
In this paper, we study the privacy-preserving decision tree building problem on vertically partitioned data. We made two contributions. First, we propose a novel hybrid approach, ...
Zhouxuan Teng, Wenliang Du
142
Voted
SDM
2004
SIAM
242views Data Mining» more  SDM 2004»
15 years 4 months ago
Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
Wenliang Du, Yunghsiang S. Han, Shigang Chen
MSWIM
2009
ACM
15 years 10 months ago
On providing location privacy for mobile sinks in wireless sensor networks
Wireless sensor networks have attracted increasing attentions considering their potentials for being widely adopted in both emerging civil and military applications. A common prac...
Edith C.-H. Ngai, Ioana Rodhe