An Intrusion Detection Method Based on Fully Connected Recurrent Neural Network

Table 5

Confusion matrix of the neural network-based detection model on the test set KDDTest⁺ for multiclassification tasks.

Actual class	Predicted class
	Normal	DoS	R2L	U2R	Probe
Normal	9397	65	23	6	220
DoS	1515	5798	0	0	145
R2L	1789	2	952	6	5
U2R	144	6	10	21	19
Probe	403	164	0	0	1854