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 …

Malware is one of the most frequent cyberattacks, with its prevalence growing daily across
the network. Malware traffic is always asymmetrical compared to benign traffic, which is …

The enormous popularity of Android in the smartphone market has gained the attention of
malicious actors as well. Also, considering its open system architecture, malicious attacks …

The Android operating system, with its market share leadership and open-source nature in
smartphones, has become the primary target of malware. However, detecting malicious …

Since the development of information systems during the last decade, cybersecurity has
become a critical concern for many groups, organizations, and institutions. Malware …

Data networks and computing devices have experienced exponential growth. Within a short
span of time, they have opened new digital frontiers while also bringing forth new threats …

The first Android-ready “G1” phone debuted in late October 2008. Since then, the growth of
Android malware has been explosive, analogous to the rise in the popularity of Android. The …

Malware is a nuisance for smartphone users. The impact is detrimental to smartphone users
if the smartphone is infected by malware. Malware identification is not an easy process for …

Efficient malware identification is essential to safe the system resources and privacy of data
for cybersecurity system. The use of android smartphones has increased tremendously that …

To enhance the universal adaptability of the Real-Time deployment of Industry 5.0, various
machine learning-based cyber threat detection models are given in the literature. Most of the …