Table 9.

Analysis of comparison metrics for Dataset 1: CIC-Darknet.

Metrics	CNN	RNN	LSTM	SVM	NB	Proposed
Accuracy	0.920	0.957	0.953	0.801	0.825	0.990
Precision	0.912	0.916	1.000	0.840	0.818	0.996
Sensitivity	0.928	1.00	0.903	0.758	0.832	0.985
F-Measure	0.891	0.928	0.921	0.774	0.799	0.980
FPR	0.028	0.028	0.023	0.019	0.025	0.009
FNR	0.010	0.007	0.004	0.004	0.009	0.006