Efficient malware classification by binary sequences with one-dimensional convolutional neural networks

WC Lin, YR Yeh - Mathematics, 2022 - mdpi.com
The rapid increase of malware attacks has become one of the main threats to computer
security. Finding the best way to detect malware has become a critical task in cybersecurity …

Random CapsNet forest model for imbalanced malware type classification task

A Çayır, U Ünal, H Dağ - Computers & Security, 2021 - Elsevier
Behavior of malware varies depending the malware types, which affects the strategies of the
system protection software. Many malware classification models, empowered by machine …

Intelligent Malware Detection and Classification using Boosted Tree Learning Paradigm

SA Roseline, S Geetha - … Data Analytics and Intelligent Systems for …, 2023 - taylorfrancis.com
Most business processes are now taking place in the cloud, which has never been the case
before. Cost management, increased flexibility, improved productivity, and better employee …