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ICDM
2007
IEEE
116views Data Mining» more  ICDM 2007»
16 years 13 days ago
Privacy-Preserving k-NN for Small and Large Data Sets
It is not surprising that there is strong interest in kNN queries to enable clustering, classification and outlierdetection tasks. However, previous approaches to privacypreservi...
Artak Amirbekyan, Vladimir Estivill-Castro
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
IDEAS
2005
IEEE
165views Database» more  IDEAS 2005»
15 years 11 months ago
Privacy Aware Data Generation for Testing Database Applications
Testing of database applications is of great importance. A significant issue in database application testing consists in the availability of representative data. In this paper we...
Xintao Wu, Chintan Sanghvi, Yongge Wang, Yuliang Z...
SAC
2009
ACM
16 years 28 days ago
Privacy protection for RFID data
Benjamin C. M. Fung, Ming Cao, Bipin C. Desai, Hen...
SSDBM
2008
IEEE
82views Database» more  SSDBM 2008»
16 years 15 days ago
A Probabilistic Framework for Building Privacy-Preserving Synopses of Multi-dimensional Data
Filippo Furfaro, Giuseppe M. Mazzeo, Domenico Sacc...