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An Android Malware Detection Approach to Enhance Node Feature Differences in a Function Call Graph Based on GCNs.

Haojie Wu1, Nurbol Luktarhan2, Gaoqi Tian1

  • 1School of Software, Xinjiang University, Urumqi 830091, China.

Sensors (Basel, Switzerland)
|July 11, 2023
PubMed
Summary
This summary is machine-generated.

This study introduces an improved method for Android malware detection using function call graphs (FCGs) and graph neural networks (GNNs). The approach enhances node feature differences, leading to higher detection accuracy for malicious applications.

Failed At:

2026-06-19T13:40:13.505528+00:00

Keywords:
Android malware detectionTF–IDFfunction call graphgraph convolutional networkself-loop

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