Research Article
Light Weighted CNN Model to Detect DDoS Attack over Distributed Scenario
Table 3
Comparison of the accuracy of different models.
| F1 value | LSTM-LightGBM | LSTM-RF | CNN-RF |
| Normal flow | 0.82 | 0.98 | 1 | Slow-Headers | 0.85 | 0.96 | 0.9 | Slow-Body | 0.95 | 0.97 | 0.93 | Slow-Read | 0.98 | 0.95 | 0.96 | Shrew | 0.98 | 0.92 | 0.95 |
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