A Malicious Domain Detection Model Based on Improved Deep Learning

Table 3

Comparison table of various performance indicators of each model.

	Precision (%)	Recall (%)	Accuracy (%)	FPR (%)	F1-score
CNN	88.94	94.99	82.35	15.74	0.8822
CNN + TCN	94.16	94.99	91.50	6.44	0.9321
CNN + LSTM_Attention	92.61	86.92	92.61	3.77	0.8967
CNN + LSTM_Attention + TCN	99.12	99.76	98.81	1.52	0.8935