Deep Learning-Based Network Security Data Sampling and Anomaly Prediction in Future Network

Table 3

Classification report.

Types	Precision	Recall	F1-score
BENIGN	1.00	0.98	0.99
DoS	0.99	1.00	0.99
PortScan	0.95	1.00	0.98
DDoS	1.00	1.00	1.00
Other attacks	0.89	0.94	0.92
Total	0.966	0.984	0.976