Automated Static Malware Analysis Using Machine Learning

Abstract

Malware analysis has always been one of the crucial and tedious tasks in the field of cyber security to prevent any abnormality in cyberspace. In the world of the internet with an increase in the number of internet users every day, data is being transferred from place to place in the form of tiles or packets, and malware has also transformed into a lot of categories. Researchers have come up with various techniques to deal with malware and a lot of tools have been developed for the task. Through this paper, we wm go through a fundamental study of malware analysis and discuss developing an automated static malware analysis tool using machine learning. A tool to detect and analyse different types of malware using efficient machine learning algorithms.