Network Anomaly Traffic Detection Algorithm Based on RIC-SC-DeCN

Table 3

Comparative experiment of classification model.

Method	AR (%)	RR (%)	FAR (%)	F-Score (%)	Model-time (s)
LSTM	81.28	81.27	18.72	81.27	1892.07
CNN-LSTM	92.88	92.72	7.27	92.95	2079.37
DSAE	76.79	81.61	18.38	87.95	52.81
MSCNN	91.56	91.49	9.50	91.55	409.78
PCCN	95.41	95.39	4.25	95.40	2014.49
SC-DeCN	96.55	96.25	3.74	96.28	1866.41