In this paper, we aim to introduce the challenges that are faced to maintain the authentication and integrity in big data. Big data was developed to provide voluminous data while protecting the integrity of data. We further provide a comparative study on various methods which can help resolve the following issues. The comparative study is based upon a few parameters such as the scope, its prerequisites, advantages and disadvantages of the method.
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