Association Rule Mining In Horizontally Distributed Database
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Abstract
The security of large database becomes a very serious issue now days while sharing data on the internet. However there are many algorithms to provide privacy preserving in data mining. The two leading protocols available are by the scientist Kantacioglu and Clifton this protocol is based on an unsecured distributed version of the Apriori algorithm named as Fast Distributed Mining (FDM) algorithm of Cheung et al. Our protocol is also based on the Fast Distributed Mining algorithm, having two secure multiparty algorithms. Theses protocols computes union and intersection of the private subsets held by each of the interacting site. In addition it is the simple and the efficient protocol.
Keywords: privacy preserving, Data mining, association rules private subsets.
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