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 develo** 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 …
The evolution of android malware and android analysis techniques
With the integration of mobile devices into daily life, smartphones are privy to increasing
amounts of sensitive information. Sophisticated mobile malware, particularly Android …
amounts of sensitive information. Sophisticated mobile malware, particularly Android …
Static analysis of android apps: A systematic literature review
Context Static analysis exploits techniques that parse program source code or bytecode,
often traversing program paths to check some program properties. Static analysis …
often traversing program paths to check some program properties. Static analysis …
Security and privacy in device-to-device (D2D) communication: A review
Device-to-device (D2D) communication presents a new paradigm in mobile networking to
facilitate data exchange between physically proximate devices. The development of D2D is …
facilitate data exchange between physically proximate devices. The development of D2D is …
Mobile malware attacks: Review, taxonomy & future directions
A pervasive increase in the adoption rate of smartphones with Android OS is noted in recent
years. Android's popular and attractive environment not only captured the attention of users …
years. Android's popular and attractive environment not only captured the attention of users …
[PDF][PDF] Efficiency of malware detection in android system: A survey
Smart phones are becoming essential in our lives, and Android is one of the most popular
operating systems. Android OS is wide-ranging in the mobile industry today because of its …
operating systems. Android OS is wide-ranging in the mobile industry today because of its …
Detection approaches for android malware: Taxonomy and review analysis
HHR Manzil, SM Naik - Expert Systems with Applications, 2024 - Elsevier
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 …
detection approaches. This article provides a comprehensive survey of 150 studies on …
Systematically understanding the cyber attack business: A survey
Cyber attacks are increasingly menacing businesses. Based on the literature review and
publicly available reports, this article conducts an extensive and consistent survey of the …
publicly available reports, this article conducts an extensive and consistent survey of the …
Malicious application detection in android—a systematic literature review
Context: In last decade, due to tremendous usage of smart phones it seems that these
gadgets became an essential necessity of day-to-day life. People are using new …
gadgets became an essential necessity of day-to-day life. People are using new …
Assessing and improving malware detection sustainability through app evolution studies
H Cai - ACM Transactions on Software Engineering and …, 2020 - dl.acm.org
Machine learning–based classification dominates current malware detection approaches for
Android. However, due to the evolution of both the Android platform and its user apps …
Android. However, due to the evolution of both the Android platform and its user apps …