The article addresses the challenges modelled by the inadequacy of traditional detection
methods in effectively handling the substantial volume of software behavior samples …

Malware attacks on mobile devices are becoming more common and more complicated
every year. Malware writers see the open-source Android app as their main target because …

Malicious software (malware) assaults on computers are becoming more common, and this
is a huge security risk in the modern digital world. Malware detection is a popular area of …

In this study, the performance of different machine learning algorithms was evaluated for
detecting malware based on the permissions used by Android applications. The study aimed …

In recent years, many ransomware malware attacks on critical infrastructures have been
reported to steal sensitive information and to damage and disrupt the services of the …

This article mainly explores how to use optimized deep learning techniques for malware
detection in data-driven mode. A deep learning model was designed, which combines the …

Android malware security tools that can swiftly identify and categorize various malware
classes to create rapid response strategies have been trendy in recent years. Although …

Since the inception of information technology, malwares have ravished cyberspace.
Malware is a curse that is born from the boon of information technology. The term 'malware'is …

Android operating system is a mobile operating system that is always the highest market
share in the last five years. Security risks on Android operating system are increasing over …

Malware for Android is becoming increasingly dangerous to the safety of mobile devices and
the data they hold. Although machine learning (ML) techniques have been shown to be …