Royal Holloway: A novel approach to clustering malware behaviour to improve malware detection

Royal Holloway: A novel approach to clustering malware behaviour to improve malware detection

Cover

This article is based on a study to evaluate the accuracy of clustering-based malware detection to see whether it improves malware detection. Clustering malware behaviour can be very useful, but it is unknown how accurate clustering algorithms are when dealing with malware. In this article I describe an attempt to measure the accuracy of these algorithms. My results show that the accuracy of clustering-based malware detection is highly subjective.

Vendor:
ComputerWeekly.com
Posted:
Jul 12, 2021
Published:
Jul 8, 2020
Format:
PDF
Type:
Research Content
Already a Bitpipe member? Log in here

Download this Research Content!