Malware Detection in Android Application using Static Permission

A Subash, G Vijay, GSRE Selvan… - 2023 5th International …, 2023 - ieeexplore.ieee.org
This work proposes a method for detecting Android malware by leveraging static
permissions and machine learning algorithms. A dataset of 398 Android applications was …

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 …

NATICUSdroid: A malware detection framework for Android using native and custom permissions

A Mathur, LM Podila, K Kulkarni, Q Niyaz… - Journal of Information …, 2021 - Elsevier
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 …

A machine learning technique for Android malicious attacks detection based on API calls

M AL-Akhras, S Alghamdi, H Omar… - Decision Science …, 2024 - m.growingscience.com
Android malware is widespread and it is considered as one of the most threatening attacks
recently. The threat is targeting to damage access data or information or leaking them; in …

A Comparative Study of Machine Learning Techniques for Android Malware Detection

M Guendouz, A Amine - International Journal of Software Innovation …, 2022 - igi-global.com
The rapid growth and wide availability of Android applications in recent years has resulted in
a spike in the number of sophisticated harmful applications targeting Android users …

Performance evaluation on permission-based detection for android malware

CY Huang, YT Tsai, CH Hsu - … and Applications-Volume 2: Proceedings of …, 2013 - Springer
It is a straightforward idea to detect a harmful mobile application based on the permissions it
requests. This study attempts to explore the possibility of detecting malicious applications in …

[PDF][PDF] Permission-Based Malware Detection in Android Using Machine Learning

N Rawat, A Singh - researchgate.net
Mobile devices are increasingly vulnerable to malicious programs or apps that threaten the
privacy of users' data. Malicious apps are more intrusive than necessary, as they require …

PMDS: permission-based malware detection system

P Rovelli, Ý Vigfússon - … , ICISS 2014, Hyderabad, India, December 16-20 …, 2014 - Springer
The meteoric growth of the Android mobile platform has made it a main target of cyber-
criminals. Mobile malware specifically targeting Android has surged and grown in tandem …

Droidapiminer: Mining api-level features for robust malware detection in android

Y Aafer, W Du, H Yin - Security and Privacy in Communication Networks …, 2013 - Springer
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 …

Puma: Permission usage to detect malware in android

B Sanz, I Santos, C Laorden, X Ugarte-Pedrero… - … joint conference CISIS' …, 2013 - Springer
The presence of mobile devices has increased in our lives offering almost the same
functionality as a personal computer. Android devices have appeared lately and, since then …