Review of android malware detection based on deep learning

Z Wang, Q Liu, Y Chi - Ieee Access, 2020‏ - ieeexplore.ieee.org
At present, smartphones running the Android operating system have occupied the leading
market share. However, due to the Android operating system's open-source nature, Android …

A comprehensive survey of tools and techniques mitigating computer and mobile malware attacks

SA Roseline, S Geetha - Computers & Electrical Engineering, 2021‏ - Elsevier
In this era of modernization, digital technology plays a major role in all facets of life. We are
accustomed to using computers and smartphones to access information, create, express …

An effective end-to-end android malware detection method

H Zhu, H Wei, L Wang, Z Xu, VS Sheng - Expert Systems with Applications, 2023‏ - Elsevier
Android has rapidly become the most popular mobile operating system because of its open
source, rich hardware selectivity, and millions of applications (Apps). Meanwhile, the open …

Dominant feature selection and machine learning‐based hybrid approach to analyze android ransomware

T Gera, J Singh, A Mehbodniya… - Security and …, 2021‏ - Wiley Online Library
Ransomware is a special malware designed to extort money in return for unlocking the
device and personal data files. Smartphone users store their personal as well as official data …

A survey on mobile malware detection methods using machine learning

MEZN Kambar, A Esmaeilzadeh, Y Kim… - 2022 IEEE 12th …, 2022‏ - ieeexplore.ieee.org
The prevalence of mobile devices (smartphones) along with the availability of high-speed
internet access world-wide resulted in a wide variety of mobile applications that carry a large …