An Intrusion Detection Method Based on Fully Connected Recurrent Neural Network

Table 6

Confusion matrix of the model on the test set KDDTest ⁺ for multiclassification tasks.

Actual class	Predicted class
	Normal	DoS	R2L	U2R	Probe
Normal	9377 ⑴	88	2	6	238
DoS	1011	6227 (f)	125	0	95
R2L	2058	0	680 ⑴	6	10
U2R	149	0	11	23 (f)	17
Probe	231	166	5	0	2019 (f)