The main objective of this review is to present an in-depth study of Android malware
detection approaches. This article provides a comprehensive survey of 150 studies on …

The tremendous growth in online activity and the Internet of Things (IoT) led to an increase
in cyberattacks. Malware infiltrated at least one device in almost every household. Various …

Malware visualization is a technique wherein malware binaries are represented as
grayscale or color images in order to identify and extract discriminating features for …

Context Technological advances have led to a tremendous increase in complexity and
volume of specialized malware, affecting computational devices across the globe. Along …

As malicious code attacks continue to evolve, attackers leverage techniques like packing
and code obfuscation to generate numerous variants, challenging traditional detection …

Currently, malware is increasing in both number and complexity dramatically. Several
techniques and methodologies have been proposed to detect and neutralize malicious …

With the advancement of adversarial techniques for malicious code, malevolent attackers
have propagated numerous malicious code variants through shell coding and code …

A massive proliferation of malware variants has posed serious and evolving threats to
cybersecurity. Developing intelligent methods to cope with the situation is highly necessary …

With the development of automated malware toolkits, cybersecurity faces evolving threats.
Although visualization-based malware analysis has proven to be an effective method …

The prevalence of malware attacks that target IoT systems has raised an alarm and
highlighted the need for efficient mechanisms to detect and defeat them. However, detecting …