[HTML][HTML] Malware detection using static analysis in Android: a review of FeCO (features, classification, and obfuscation)

R Jusoh, A Firdaus, S Anwar, MZ Osman… - PeerJ Computer …, 2021 - peerj.com
Android is a free open-source operating system (OS), which allows an in-depth
understanding of its architecture. Therefore, many manufacturers are utilizing this OS to …

A systematic literature review of android malware detection using static analysis

Y Pan, X Ge, C Fang, Y Fan - IEEE Access, 2020 - ieeexplore.ieee.org
Android malware has been in an increasing trend in recent years due to the pervasiveness
of Android operating system. Android malware is installed and run on the smartphones …

Analysis of android malware detection techniques: a systematic review

MA Ashawa, S Morris - 2019 - dspace.lib.cranfield.ac.uk
The emergence and rapid development in complexity and popularity of Android mobile
phones has created proportionate destructive effects from the world of cyber-attack. Android …

[HTML][HTML] The rise of obfuscated Android malware and impacts on detection methods

WF Elsersy, A Feizollah, NB Anuar - PeerJ Computer Science, 2022 - peerj.com
The various application markets are facing an exponential growth of Android malware. Every
day, thousands of new Android malware applications emerge. Android malware hackers …

SAFEDroid: Using structural features for detecting Android malwares

S Sen, AI Aysan, JA Clark - … Workshops, ATCS and SePrIoT, Niagara Falls …, 2018 - Springer
Mobile devices have become a popular target for attackers, whose aims are to harm the
devices, illegally obtain personal information and ultimately to reap financial benefit. In order …

What static analysis can utmost offer for Android malware detection

AT Kabakus - Information Technology and Control, 2019 - itc.ktu.lt
Malicious applications are widespread for Android despite the taken serious actions by the
operating system. Static and dynamic analysis techniques are utilized to detect malware by …

A survey of android application and malware hardening

V Sihag, M Vardhan, P Singh - Computer Science Review, 2021 - Elsevier
In the age of increasing mobile and smart connectivity, malware poses an ever evolving
threat to individuals, societies and nations. Anti-malware companies are often the first and …

Feature engineering based on hybrid features for malware detection over Android framework

A Nawaz - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
Android is the operating system of this modern world. Today, every tech-savvy people
across the world are giving first preference to Android devices for their personal and official …

SAMADroid: a novel 3-level hybrid malware detection model for android operating system

S Arshad, MA Shah, A Wahid, A Mehmood… - IEEE …, 2018 - ieeexplore.ieee.org
For the last few years, Android is known to be the most widely used operating system and
this rapidly increasing popularity has attracted the malware developer's attention. Android …

Experimental analysis of Android malware detection based on combinations of permissions and API-calls

AK Singh, CD Jaidhar, MAA Kumara - Journal of Computer Virology and …, 2019 - Springer
Android-based smartphones are gaining popularity, due to its cost efficiency and various
applications. These smartphones provide the full experience of a computing device to its …