446 search results - page 8 / 90 » Randomization in Privacy-Preserving Data Mining |
SDM
2007
SIAM
13 years 11 months ago
2007
SIAM
In recent years, privacy preserving data mining has become very important because of the proliferation of large amounts of data on the internet. Many data sets are inherently high...
KDD
2002
ACM
14 years 10 months ago
2002
ACM
Privacy considerations often constrain data mining projects. This paper addresses the problem of association rule mining where transactions are distributed across sources. Each si...
ICDE
2006
IEEE
14 years 3 months ago
2006
IEEE
Data mining has been a popular research area for more than a decade due to its vast spectrum of applications. The power of data mining tools to extract hidden information that can...
ICCS
2005
Springer
14 years 3 months ago
2005
Springer
Abstract. Data Mining is often required to be performed among a number of groups of sites, where the precondition is that no privacy of any site should be leaked out to other sites...
ICDE
2007
IEEE
14 years 11 months ago
2007
IEEE
A key method for privacy preserving data mining is that of randomization. Unlike k-anonymity, this technique does not include public information in the underlying assumptions. In ...