Computer Network Intrusion Anomaly Detection with Recurrent Neural Network

Table 2

Comparison with other methods.

Methos	IADA			IADB
	Precision	Recall	F1	Precision	Recall	F1
GA-LR	84.9	81.5	83.2	85.7	82.8	84.1
PCA-LSTM	88.2	83.6	86.4	89.4	85.7	88.3
NDAE	91.7	87.8	90.1	93.4	89.9	91.4
AMSOM	93.5	89.8	91.7	95.7	91.2	93.6
BiLSTM-DNN	95.6	92.7	94.5	97.2	93.9	95.8