15 search results - page 1 / 3 » Privacy-preserving decision trees over vertically partitione... |
CORR
2008
Springer
13 years 5 months ago
2008
Springer
We consider privacy preserving decision tree induction via ID3 in the case where the training data is horizontally or vertically distributed. Furthermore, we consider the same pro...
PAKDD
2007
ACM
13 years 11 months ago
2007
ACM
In this paper, we study the privacy-preserving decision tree building problem on vertically partitioned data. We made two contributions. First, we propose a novel hybrid approach, ...
ICDM
2006
IEEE
13 years 11 months ago
2006
IEEE
In this paper, we investigate privacy-preserving data imputation on distributed databases. We present a privacypreserving protocol for filling in missing values using a lazy deci...
NCA
2011
IEEE
13 years 8 days ago
2011
IEEE
—Neural Networks have been an active research area for decades. However, privacy bothers many when the training dataset for the neural networks is distributed between two parties...
TKDD
2008
13 years 5 months ago
2008