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DBSEC
2007
89views Database» more  DBSEC 2007»
15 years 7 months ago
Privacy-Preserving Schema Matching Using Mutual Information
Isabel F. Cruz, Roberto Tamassia, Danfeng Yao
DMIN
2008
145views Data Mining» more  DMIN 2008»
15 years 7 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
ICISC
2007
134views Cryptology» more  ICISC 2007»
15 years 7 months ago
A Lightweight Privacy Preserving Authentication and Access Control Scheme for Ubiquitous Computing Environment
In Ubiquitous Computing Environment (UCE), service provider wants to provide its service to only legitimate users. Some users who belong to same service provider do not want to rev...
Jangseong Kim, Zeen Kim, Kwangjo Kim
SDM
2008
SIAM
177views Data Mining» more  SDM 2008»
15 years 7 months ago
Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
Yitao Duan, John F. Canny