Droidapiminer: Mining api-level features for robust malware detection in android
The increasing popularity of Android apps makes them the target of malware authors. To
defend against this severe increase of Android malwares and help users make a better …
defend against this severe increase of Android malwares and help users make a better …
NATICUSdroid: A malware detection framework for Android using native and custom permissions
The rapid growth of Android apps and its worldwide popularity in the smartphone market has
made it an easy and accessible target for malware. In the past few years, the Android …
made it an easy and accessible target for malware. In the past few years, the Android …
A survey of android malware static detection technology based on machine learning
Q Wu, X Zhu, B Liu - Mobile Information Systems, 2021 - Wiley Online Library
With the rapid growth of Android devices and applications, the Android environment faces
more security threats. Malicious applications stealing usersʼ privacy information, sending …
more security threats. Malicious applications stealing usersʼ privacy information, sending …
Dynamic permissions based android malware detection using machine learning techniques
A Mahindru, P Singh - Proceedings of the 10th innovations in software …, 2017 - dl.acm.org
Android is by far the most widely used mobile phone operating system around. However,
Android based applications are highly vulnerable to various types of malware attacks …
Android based applications are highly vulnerable to various types of malware attacks …
[HTML][HTML] On machine learning effectiveness for malware detection in Android OS using static analysis data
V Syrris, D Geneiatakis - Journal of Information Security and Applications, 2021 - Elsevier
Although various security mechanisms have been introduced in Android operating system in
order to enhance its robustness, sheer protection remains an open issue: malicious …
order to enhance its robustness, sheer protection remains an open issue: malicious …
Evaluation of android malware detection based on system calls
With Android being the most widespread mobile platform, protecting it against malicious
applications is essential. Android users typically install applications from large remote …
applications is essential. Android users typically install applications from large remote …
Experimental study with real-world data for android app security analysis using machine learning
Although Machine Learning (ML) based approaches have shown promise for Android
malware detection, a set of critical challenges remain unaddressed. Some of those …
malware detection, a set of critical challenges remain unaddressed. Some of those …
AdDroid: rule-based machine learning framework for android malware analysis
Recent years have witnessed huge growth in Android malware development. Colossal
reliance on Android applications for day to day working and their massive development …
reliance on Android applications for day to day working and their massive development …
Significant permission identification for machine-learning-based android malware detection
The alarming growth rate of malicious apps has become a serious issue that sets back the
prosperous mobile ecosystem. A recent report indicates that a new malicious app for …
prosperous mobile ecosystem. A recent report indicates that a new malicious app for …
Madam: Effective and efficient behavior-based android malware detection and prevention
Android users are constantly threatened by an increasing number of malicious applications
(apps), generically called malware. Malware constitutes a serious threat to user privacy …
(apps), generically called malware. Malware constitutes a serious threat to user privacy …