A review of android malware detection approaches based on machine learning
K Liu, S Xu, G Xu, M Zhang, D Sun, H Liu - IEEE access, 2020 - ieeexplore.ieee.org
Android applications are developing rapidly across the mobile ecosystem, but Android
malware is also emerging in an endless stream. Many researchers have studied the …
malware is also emerging in an endless stream. Many researchers have studied the …
A survey of security challenges, attacks taxonomy and advanced countermeasures in the internet of things
Internet of Things (IoT) facilitates the integration between objects and different sensors to
provide communication among them without human intervention. However, the extensive …
provide communication among them without human intervention. However, the extensive …
Recent advances in android mobile malware detection: A systematic literature review
A Alzubaidi - IEEE Access, 2021 - ieeexplore.ieee.org
In recent years, the global pervasiveness of smartphones has prompted the development of
millions of free and commercially available applications. These applications allow users to …
millions of free and commercially available applications. These applications allow users to …
A static analysis approach for Android permission-based malware detection systems
J Mohamad Arif, MF Ab Razak, S Awang, SR Tuan Mat… - PloS one, 2021 - journals.plos.org
The evolution of malware is causing mobile devices to crash with increasing frequency.
Therefore, adequate security evaluations that detect Android malware are crucial. Two …
Therefore, adequate security evaluations that detect Android malware are crucial. Two …
You are what the permissions told me! Android malware detection based on hybrid tactics
Recent years have witnessed a significant increase in the use of Android devices in many
aspects of our life. However, users can download Android apps from third-party channels …
aspects of our life. However, users can download Android apps from third-party channels …
Detection, traceability, and propagation of mobile malware threats
In recent years, the application of smartphones, Android operating systems and mobile
applications have become more prevalent worldwide. To study the traceability, propagation …
applications have become more prevalent worldwide. To study the traceability, propagation …
Guarding android: A comprehensive review of intrusion detection techniques for smartphones
IM Ibrahim, AB Sallow - Science Journal of University of Zakho, 2023 - sjuoz.uoz.edu.krd
The popularity of using the Android operating system has increased the number of
developers and intruders in this field. Many applications are developed in this area and …
developers and intruders in this field. Many applications are developed in this area and …
A comprehensive review on permissions-based Android malware detection
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 …
Android malware has been explosive, analogous to the rise in the popularity of Android. The …
Systematic review on various techniques of android malware detection
Smartphone has become the 4th basic necessity of human being after Food, Cloths and
Home. It has become an integral part of the life that most of the business and office work can …
Home. It has become an integral part of the life that most of the business and office work can …
[PDF][PDF] The Recent Trends in Malware Evolution, Detection and Analysis for Android Devices.
In our work, we have analyzed various malware detection techniques and methods for
mobile devices and study how these techniques have been changed over the years. The …
mobile devices and study how these techniques have been changed over the years. The …