LCHI: Low-Order Correlation and High-Order Interaction Integrated Model Oriented to Network Intrusion Detection

Table 6

Training time per epoch of different detection methods for multiclassification on the UNSW-NB15 and AWID datasets.

Dataset	Model	Training time (second)
UNSW-NB15	CNN	62.12
	LSTM	4.52
	DNN	2.95
	MCA	2.24
	LCHI	5.86
AWID	CNN	202.56
	LSTM	4.93
	DNN	4.22
	MCA	2.49
	LCHI	6.62