Security is the important paradigmin data rule mining projects. This project addresses the problem of secure distributed association rule mining over the horizontally distributed database. Through mining, interesting relations and patterns between variables of large database can be observed securely using cryptographic techniques and the mining algorithms. Round robin technique is used for Horizontal distribution of Data sets to reduce the data skew. Security concerns may prevent the sites from direct sharing of data and some type of information about the data. The paper introduces cryptographic techniques to provide security in order to minimize the information shared in mining.

1. T. Tassa Secure Mining of association rules in horizontally distributed Database. 2014
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Distributed Mining Rsa Distributed Apriori Algorithm Multiparty Computation