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DMIN
2008
145views Data Mining» more  DMIN 2008»
13 years 10 months ago
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels
We propose a novel privacy-preserving nonlinear support vector machine (SVM) classifier for a data matrix A whose columns represent input space features and whose individual rows ...
Olvi L. Mangasarian, Edward W. Wild
MEDINFO
2007
129views Healthcare» more  MEDINFO 2007»
13 years 10 months ago
Confidentiality Preserving Audits of Electronic Medical Record Access
Failure to supply a care provider with timely access to a patient's medical record can lead to patient harm or death. As such, healthcare organizations often endow care provi...
Bradley Malin, Edoardo Airoldi
ISI
2006
Springer
13 years 8 months ago
On the Topology of the Dark Web of Terrorist Groups
In recent years, terrorist groups have used the WWW to spread their ideologies, disseminate propaganda, and recruit members. Studying the terrorist websites may help us understand ...
Jennifer Jie Xu, Hsinchun Chen, Yilu Zhou, Jialun ...
ICCS
2005
Springer
14 years 2 months ago
Hierarchical Infrastructure for Large-Scale Distributed Privacy-Preserving Data Mining
Abstract. Data Mining is often required to be performed among a number of groups of sites, where the precondition is that no privacy of any site should be leaked out to other sites...
Jinlong Wang, Congfu Xu, Huifeng Shen, Yunhe Pan
ISW
2005
Springer
14 years 2 months ago
A Privacy Preserving Rental System
Abstract. Rental records contain much sensitive information on individuals, so if abused by the rental service providers, user privacy could be jeopardized. To mitigate this concer...
Yanjiang Yang, Beng Chin Ooi