511 search results - page 1 / 103 » Privacy-preserving SVM classification |
89
Voted
DMIN
2008
15 years 10 days ago
2008
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 ...
SIGMOD
2004
ACM
15 years 11 months ago
2004
ACM
We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for ana...
104
Voted
SDM
2004
SIAM
15 years 8 days 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...
95
Voted
ACSW
2004
15 years 9 days 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...
161
click to vote
ICDE
2005
IEEE
16 years 8 days ago
2005
IEEE
Releasing person-specific data in its most specific state poses a threat to individual privacy. This paper presents a practical and efficient algorithm for determining a generaliz...