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Rapid development has been witnessed in social network. As a consequent, much more people are involved in getting it, sharing their own information to enlarge their social circle. In this paper, the security problem, which exists in privacy preserve in social network and process users’ private information via Differential Privacy Histogram Release is focused on. The method can process user’s privacy information on the premise of guaranteeing the availability of information, making the information released after publication different from the information before publication, thus making the user’s privacy information not leak. Shown by theoretical analysis and research results, safe release of private information can be guaranteed if processed by this method.

Research of Differential Privacy Protection on Social Network