Artificial Intelligence Assisted Malware Analysis

Abstract

This tutorial provides a review of the state-of-the-art research and the applications of Artificial Intelligence and Machine Learning for malware analysis. We will provide an overview, background and results with respect to the three main malware analysis approaches: static malware analysis, dynamic malware analysis and online malware analysis. Further, we will provide a simplified hands-on tutorial of applying ML algorithm for dynamic malware analysis in cloud IaaS.