371 search results - page 1 / 75 » A Framework for Privacy Preserving Classification in Data Mi... |
ACSW
2004
13 years 6 months ago
2004
Nowadays organizations all over the world are dependent on mining gigantic datasets. These datasets typically contain delicate individual information, which inevitably gets expose...
ICDM
2010
IEEE
13 years 2 months ago
2010
IEEE
Abstract--This paper presents a framework for privacypreserving Gaussian Mixture Model computations. Specifically, we consider a scenario where a central service wants to learn the...
CIKM
2006
Springer
13 years 8 months ago
2006
Springer
Distributed privacy preserving data mining tools are critical for mining multiple databases with a minimum information disclosure. We present a framework including a general model...
SDM
2004
SIAM
13 years 6 months ago
2004
SIAM
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...
PAKDD
2007
ACM
13 years 10 months ago
2007
ACM
Privacy-preserving data mining techniques could encourage health data custodians to provide accurate information for mining by ensuring that the data mining procedures and results ...