PermGuard: A Scalable Framework for Android Malware Detection Using Permission-to-Exploitation Mapping
TL;DR
PermGuard is a scalable framework for detecting Android malware by mapping permissions to potential exploits. It addresses risks from Android's open-source nature and user permission habits.
PermGuard: A Scalable Framework for Android Malware Detection Using Permission-to-Exploitation Mapping
Arvind Prasad; Shalini Chandra; Mueen Uddin; Taher Al-Shehari; Nasser A. Alsadhan; Syed Sajid Ullah
https://doi.org/10.1109/ACCESS.2024.3523629
Volume 13
Android, the world’s most widely used mobile operating system, is increasingly targeted by malware due to its open-source nature, high customizability, and integration with Google services. The increasing reliance on mobile devices significantly raises the risk of malware attacks, especially for non-technical users who often grant permissions without thorough evaluation, leading to potentially dev...