LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers

LinRegDroid: Detection of Android Malware Using Multiple Linear Regression Models-Based Classifiers

In this study, a framework for Android malware detection based on permissions is presented. This framework uses multiple linear regression methods. Application permissions, which are one of the most critical building blocks in the security of the Android operating system, are extracted through stati...

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Bibliographic Details
Main Authors: Durmus Ozkan Sahin, Sedat Akleylek, Erdal Kilic
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Ensemble learning
linear regression
machine learning
malware analysis
permission-based android malware detection
static analysis
Online Access:https://ieeexplore.ieee.org/document/9694615/
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