446 search results - page 28 / 90 » Randomization in Privacy-Preserving Data Mining |
ICDM
2008
IEEE
14 years 4 months ago
2008
IEEE
We consider the problem of publishing sensitive transaction data with privacy preservation. High dimensionality of transaction data poses unique challenges on data privacy and dat...
ICDM
2010
IEEE
13 years 7 months ago
2010
IEEE
Background knowledge is an important factor in privacy preserving data publishing. Probabilistic distributionbased background knowledge is a powerful kind of background knowledge w...
KDD
2003
ACM
14 years 10 months ago
2003
ACM
Privacy is an important issue in data mining and knowledge discovery. In this paper, we propose to use the randomized response techniques to conduct the data mining computation. S...
SDM
2009
SIAM
14 years 7 months ago
2009
SIAM
In this paper, we study the problem of how to generate synthetic graphs matching various properties of a real social network with two applications, privacy preserving social netwo...
SDM
2004
SIAM
13 years 11 months ago
2004
SIAM