slugElliptic Curve Cryptography Based Algorithm for Privacy Preserving in Data Mining
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 5
Abstract
Data mining is used to extract or “mine” knowledge from large amounts of data base. However, data is often distributed among different locations. In terms of privacy and security issues data mining techniques are recently investigated with the conclusion that they reveal data or information to other parties involved to find global results. Recently many cryptographic techniques have been found to address privacy problem in data mining. However the methods are too far too inefficient and impractical for computing large databases. In this paper, we propose efficient algorithm to mine association rule using elliptic curve cryptography technique over horizontally partitioned data. Here we consider unsecured environment. Our proposed algorithm provides security against involving parties and intruder who can read the unsecured channel and algorithm provides authentication between involving parties. We discussed the privacy and security provided by our proposed algorithm.
Authors and Affiliations
Krishna Pratap Rao, Adesh chaudhary, Prashant johri
Keywords
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