337 search results - page 22 / 68 » A Condensation Approach to Privacy Preserving Data Mining |
ICDM
2009
IEEE
14 years 3 months ago
2009
IEEE
—The concept of differential privacy as a rigorous definition of privacy has emerged from the cryptographic community. However, further careful evaluation is needed before we ca...
PKDD
2007
Springer
14 years 2 months ago
2007
Springer
Randomized Response techniques have been empirically investigated in privacy preserving association rule mining. However, previous research on privacy preserving market basket data...
KDD
2010
ACM
14 years 22 days ago
2010
ACM
Motivated by the insufficiency of the existing quasi-identifier/sensitiveattribute (QI-SA) framework on modeling real-world privacy requirements for data publishing, we propose ...
CORR
2008
Springer
13 years 9 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
2004
ACM
14 years 2 months ago
2004
ACM
Condensed representations of pattern collections have been recognized to be important building blocks of inductive databases, a promising theoretical framework for data mining, and...