Now-a-days cyber security is major concern information and related security areas to protect data from threat. In this context, we frame a methodology by using machine learning to detect various types of Malwares by using machine learning methods. In the present work, we use machine learning approach to the various static and dynamic analysis techniques to discuss different algorithms in cyber security. For this, we use a data set. The various malware details will be analyzed in the present context by using clustering algorithm.
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