A Static Malware Detection System Using Data Mining Methods

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Provided by: Academy & Industry Research Collaboration Center
Topic: Security
Format: PDF
A serious threat today is malicious executables. It is designed to damage computer system and some of them spread over network without the knowledge of the owner using the system. Two approaches have been derived for it i.e. signature based detection and heuristic based detection. These approaches performed well against known malicious programs but cannot catch the new malicious programs. Different researchers have proposed methods using data mining and machine learning for detecting new malicious programs. The method based on data mining and machine learning has shown good results compared to other approaches.
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