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

Table 3

Average detection accuracy (%) of different low- and high-order feature interaction models in the CICIDS 2018 and AWID datasets.

Dataset	Low-order feature interaction			High-order feature interaction
	PR	FM	MCA	CNN	LSTM	DNN
AWID	95.10	95.48	96.10	96.51	97.13	98.54
CICIDS 2018	96.23	96.38	97.38	97.29	95.14	98.44