Behaviour analysis of inter-app communication using a lightweight monitoring app for malware detection
作者：
Highlights：
• Detecting malicious applications using a proposed lightweight monitoring system.
• Malware apps detected by behaviour analysis of the app activities with log files.
• Policy-based permissions are evaluated from those log files for behaviour analysis.
• Then the malware apps will be denied or granted to use other apps’ permissions.
• Our design acquired accuracy of 95% comparing with existing ones.
摘要
•Detecting malicious applications using a proposed lightweight monitoring system.•Malware apps detected by behaviour analysis of the app activities with log files.•Policy-based permissions are evaluated from those log files for behaviour analysis.•Then the malware apps will be denied or granted to use other apps’ permissions.•Our design acquired accuracy of 95% comparing with existing ones.
论文关键词：Malware detection,Behaviour analysis,Lightweight monitoring app,Permission based evaluation,Policy-based permissions
论文评审过程：Received 16 February 2022, Revised 3 August 2022, Accepted 3 August 2022, Available online 6 August 2022, Version of Record 18 August 2022.
论文官网地址：https://doi.org/10.1016/j.eswa.2022.118404
