MFVT: an anomaly traffic detection method merging feature fusion network and vision transformer architecture

EURASIP Journal on Wireless Communications and Networking

Table 4 Performance of MFVT model and CPR algorithm in each category in IDS 2012 data

Methods	Class	Precision	Recall	F1-socre	False alarm rate
MFVT	Infiltrating	0.999	0.9994	0.9992	0.0012
	http	0.9984	0.9968	0.9976	0.0004
	Distributedenial	0.9985	0.9992	0.9988	0.0005
	rutessh	0.9984	0.9945	0.9965	0
MFVT(CPR)	Infiltrating	0.9995	0.9998	0.9997	0.0006
	http	0.9995	0.9985	0.999	0.0001
	Distributedenial	0.9999	0.9999	0.9999	0
	rutessh	0.9992	0.9992	0.9992	0