Static analysis of android apps: A systematic literature review

L Li, TF Bissyandé, M Papadakis, S Rasthofer… - Information and …, 2017 - Elsevier
Context Static analysis exploits techniques that parse program source code or bytecode,
often traversing program paths to check some program properties. Static analysis …

A review on feature selection in mobile malware detection

A Feizollah, NB Anuar, R Salleh, AWA Wahab - Digital investigation, 2015 - Elsevier
The widespread use of mobile devices in comparison to personal computers has led to a
new era of information exchange. The purchase trends of personal computers have started …

Androdialysis: Analysis of android intent effectiveness in malware detection

A Feizollah, NB Anuar, R Salleh, G Suarez-Tangil… - computers & …, 2017 - Elsevier
The wide popularity of Android systems has been accompanied by increase in the number
of malware targeting these systems. This is largely due to the open nature of the Android …

A taxonomy and qualitative comparison of program analysis techniques for security assessment of android software

A Sadeghi, H Bagheri, J Garcia… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In parallel with the meteoric rise of mobile software, we are witnessing an alarming
escalation in the number and sophistication of the security threats targeted at mobile …

Android botnets: What urls are telling us

AF Abdul Kadir, N Stakhanova, AA Ghorbani - Network and System …, 2015 - Springer
Botnets have traditionally been seen as a threat to personal computers; however, the recent
shift to mobile platforms resulted in a wave of new botnets. Due to its popularity, Android …

Discovering optimal features using static analysis and a genetic search based method for Android malware detection

A Firdaus, NB Anuar, A Karim, MFA Razak - Frontiers of Information …, 2018 - Springer
Mobile device manufacturers are rapidly producing miscellaneous Android versions
worldwide. Simultaneously, cyber criminals are executing malicious actions, such as …

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 …

Decompiled APK based malicious code classification

R Mateless, D Rejabek, O Margalit… - Future Generation …, 2020 - Elsevier
Due to the increasing growth in the variety of Android malware, it is important to distinguish
between the unique types of each. In this paper, we introduce the use of a decompiled …

Identifying major research areas and minor research themes of android malware analysis and detection field using LSA

D Thakur, J Singh, G Dhiman, M Shabaz, T Gera - Complexity, 2021 - Wiley Online Library
Contemporary technologies have ensured the availability of high‐quality research data
shared over the Internet. This has resulted in a tremendous availability of research literature …

Bio-inspired computational paradigm for feature investigation and malware detection: interactive analytics

A Firdaus, NB Anuar, MFA Razak… - Multimedia Tools and …, 2018 - Springer
Recently, people rely on mobile devices to conduct their daily fundamental activities.
Simultaneously, most of the people prefer devices with Android operating system. As the …