DOIONLINE

DOIONLINE NO - IJAECS-IRAJ-DOIONLINE-18687

Publish In
International Journal of Advances in Electronics and Computer Science-IJAECS
Journal Home
Volume Issue
Issue
Volume-9,Issue-5  ( May, 2022 )
Paper Title
Automated Static Malware Analysis using Machine Learning
Author Name
Prabal Gupta, Srijan Sharma, Bhupendra Singh
Affilition
1,2,3Department of Computer Science and Engineering, Amity University, Uttar Pradesh, NOIDA(U.P.), India
Pages
30-33
Abstract
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 file or packets, malwares have also transformed in a lot of categories. Researchers have come up with various techniques to deal with malwares and alotoftoolshavebeendevelopedforthetask.Throughthispaperwewillgothroughafundamentalstudyofmalwareanalysisanddiscussdevelopinganautomatedstaticmalware analysis tool using machine learning. A tool to detect and analyse different types of malwares using efficient machine learning algorithms. Keywords - Malware Detection, Machine Learning, Python, Static Analysis, Deep Learning, Random Forest Classifier.
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