Cryptocurrency Mining Malware Detection Based on Behavior Pattern and Graph Neural Network

Table 2

Detection performance of machine learning models on lab dataset.

Feature	Accuracy	Precision	Recall	F1-score	AUC
GI [24]	0.9634	0.9802	0.9091	0.9431	0.9499
OP [23]	0.9660	0.9666	0.9321	0.9486	0.9577
Malconv [8]	0.9776	0.9957	0.9371	0.9653	0.9675
MBGINet-FCG	0.9732	0.9921	0.9312	0.9607	0.9636
MBGINet-CFG	0.9803	0.9954	0.9453	0.9697	0.9716