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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 …
A survey of malware detection in Android apps: Recommendations and perspectives for future research
Android has dominated the smartphone market and has become the most popular operating
system for mobile devices. However, security threats in Android applications have also …
system for mobile devices. However, security threats in Android applications have also …
[HTML][HTML] MalDozer: Automatic framework for android malware detection using deep learning
Android OS experiences a blazing popularity since the last few years. This predominant
platform has established itself not only in the mobile world but also in the Internet of Things …
platform has established itself not only in the mobile world but also in the Internet of Things …
MAPAS: a practical deep learning-based android malware detection system
A lot of malicious applications appears every day, threatening numerous users. Therefore, a
surge of studies have been conducted to protect users from newly emerging malware by …
surge of studies have been conducted to protect users from newly emerging malware by …
Android malware familial classification and representative sample selection via frequent subgraph analysis
The rapid increase in the number of Android malware poses great challenges to anti-
malware systems, because the sheer number of malware samples overwhelms malware …
malware systems, because the sheer number of malware samples overwhelms malware …
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 …
market share. However, due to the Android operating system's open-source nature, Android …
A survey on dynamic mobile malware detection
P Yan, Z Yan - Software Quality Journal, 2018 - Springer
The outstanding advances of mobile devices stimulate their wide usage. Since mobile
devices are coupled with third-party applications, lots of security and privacy problems are …
devices are coupled with third-party applications, lots of security and privacy problems are …
A survey of malware analysis using community detection algorithms
In recent years, we have witnessed an overwhelming and fast proliferation of different types
of malware targeting organizations and individuals, which considerably increased the time …
of malware targeting organizations and individuals, which considerably increased the time …
An empirical evaluation of GDPR compliance violations in Android mHealth apps
The purpose of the General Data Protection Regulation (GDPR) is to provide improved
privacy protection. If an app controls personal data from users, it needs to be compliant with …
privacy protection. If an app controls personal data from users, it needs to be compliant with …
Obfuscation-resilient android malware analysis based on complementary features
Existing Android malware detection methods are usually hard to simultaneously resist
various obfuscation techniques. Therefore, bytecode-based code obfuscation becomes an …
various obfuscation techniques. Therefore, bytecode-based code obfuscation becomes an …