Coping with malware is getting more and more challenging, given their relentless growth in
complexity and volume. One of the most common approaches in literature is using machine …

Monitoring Indicators of Compromise (IOC) leads to malware detection for identifying
malicious activity. Malicious activities potentially lead to a system breach or data …

Malware detection and classification are becoming more and more challenging, given the
complexity of malware design and the recent advancement of communication and …

Apart from using traditional security solutions in software systems such as firewalls and
access control mechanisms, utilizing intrusion detection systems are also necessary …

Technological advancement of smart devices has opened up a new trend: Internet of
Everything (IoE), where all devices are connected to the web. Large scale networking …

Data protection is the process of securing sensitive information from being corrupted,
compromised, or lost. A hyperconnected network, on the other hand, is a computer …

A novel approach is presented in this paper to address the limitations of virtual machine
technology, active kernel technology, heuristic killing technology, and behaviour killing …

The rapid growth of malicious software (malware) production in recent decades and the
increasing number of threats posed by malware to network environments, such as the …

The number of malware is increasingly growing and they become more and more
sophisticated. This is a sign that malware is nowadays a real industry, with investments …

This paper proposes a supervised machine learning model for detecting (unseen) viruses
files. Our main focus is on static analysis approach. To find the best method, we experiment …