Fileless attacks have gained significant prominence and have become the prevailing type of
attack in recent years. The exceptional level of stealthiness and difficulty in detection …

The generally increasing volume of malware poses a challenge to the predominantly used
static or dynamic analysis, which requires complex disassembly or time-intensive execution …

In recent years, the increase in non-Windows malware threats had turned the focus of the
cybersecurity community. Research works on hunting Windows PE-based malwares are …

In recent years, enterprises have been targeted by advanced adversaries who leverage
creative ways to infiltrate their systems and move laterally to gain access to critical data. One …

In recent years, PowerShell is increasingly reported to appear in a variety of cyber attacks
ranging from advanced persistent threat, ransomware, phishing emails, cryptojacking …

PowerShell is an important tool used to automate administrative tasks. It is an open-source
tool that is pre-installed on Windows machines and is accessible on many other operating …

Implementation of malware detection using Artificial Intelligence (AI) has emerged as a
significant research theme to combat evolving various types of malwares. Researchers …

PowerShell is a command-line shell, supporting a scripting language. It is widely used in
organizations for configuration management and task automation but is also increasingly …

Cyberattacks are often difficult to identify with traditional signature‐based detection, because
attackers continually find ways to bypass the detection methods. Therefore, researchers …

PowerShell is nowadays a widely-used technology to administrate and manage Windows-
based operating systems. However, it is also extensively used by malware vectors to …