129 search results - page 3 / 26 » Collusion-resistant privacy-preserving data mining |
PAKDD
2005
ACM
14 years 27 days ago
2005
ACM
Abstract. This paper establishes the foundation for the performance measurements of privacy preserving data mining techniques. The performance is measured in terms of the accuracy ...
DASFAA
2004
IEEE
13 years 11 months ago
2004
IEEE
Data mining services require accurate input data for their results to be meaningful, but privacy concerns may influence users to provide spurious information. To encourage users to...
SDM
2007
SIAM
13 years 8 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 7 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 1 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...