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

Table 4

Time consumption of methods for miner malware detection (in seconds).

Methods	Preprocess	Training stage	Inference stage
GI	0.008	4.9810  18	0.00150
OP	3.74	626.08  16	0.42089
Malconv	0	205  7	0.08858
MBGINet-FCG	3.63	2.68  30	0.00067
MBGINet-CFG	3.63	7.8  10	0.00326