From the day cloud computing got its approval, security and performance is the two important issues faced by the cloud service providers and the clients. Since cloud computing is a virtual pool of resources provided in an open environment (Internet), detecting intrusion of unlawful users is one of the greatest challenges of the cloud service providers and cloud users. The artificial intelligence technique has been proposed in this paper in order to identify the intrusion of unauthorized user in a cloud environment. Application or research on cloud computing is always primarily focused upon any one of the issues. In our paper, the proposed algorithm satisfies the security aspects of cloud computing and the performance analysis of the implementation satisfies the performance issues of cloud computing.
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