Data mining is the process to look for hidden patterns and trends in data that is not immediately apparent from summarizing the data. Due to the rapid development in technology, it needs updated techniques to provide privacy for data mining. There are various methods and techniques which have been created for providing privacy to the process of data mining. Here in this paper we have done the survey of various privacy preserving data mining algorithms and various techniques for privacy

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... g data mining along with their advantages and disadvantage. In last we have discussed present limitations and scope for future research in privacy preserving data mining.