In this paper, we propose algorithm to mine association rule using elliptic curve cryptography technique over horizontally partitioned data. Here we consider unsecured distributed environment. Our proposed algorithm provides security against involving parties and intruder and also provides authentication between involving parties. Finally we analyze the privacy and security provided by our proposed algorithm.
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