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