Abstract:In recent years, malware has experienced explosive growth and has become one of the most severe security threats. However, feature engineering easily restricts the traditional machine learning methods-based malware classification and is hard to deal with massive malware. At the same time, the dynamic analysis methods have the problems of complex operation and high cost, which are not suitable for efficiently classifying large quantities of malware. Therefore, we propose a novel static malware detection method … Show more
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