Design and Implementation of an Anomaly Network Traffic Detection Model Integrating Temporal and Spatial Features

Table 5

Recall comparison.

Label	0	1	2	3	4	5	6	7	8	9	10	11
BILSTM	0.9831	1	0.8637	0.9996	0.975	0.9877	0.999	1	0.9981	0.9999	0.9989	0.9967
IST	1	1	0.9925	0.9993	0.9853	0.9957	1	1	1	1	0.9996	1
PCCN	1	1	0.9825	0.9995	0.9566	0.9938	1	1	1	1	0.9996	1
CNN	0.9928	1	0.9506	0.9979	0.9669	0.9839	0.999	1	1	0.9999	0.9989	0.9967
CNN_LSTM	0.9952	1	0.7958	0.9994	0.9183	0.9843	0.998	1	0.9981	0.9997	0.9993	0.9957
ITSN	1	1	0.9827	0.9997	0.9838	0.9943	1	1	1	1	1	1