Research Article
[Retracted] Research on DoS Traffic Detection Model Based on Random Forest and Multilayer Perceptron
Table 6
The performance of the methods in the paper on different categories.
| | Indicators | Benign | DoS GoldenEye | DoS Hulk | DoS SlowHTTPTest | DoS SlowLoris | Heartbleed |
| | CICIDS2017 | | Precision | 1.00 | 1.00 | 1.00 | 0.99 | 0.99 | 1.00 | | Recall | 1.00 | 0.98 | 1.00 | 0.99 | 0.99 | 1.00 | | F1 | 1.00 | 0.99 | 1.00 | 0.99 | 0.99 | 1.00 |
| | UNSW-NB15 | | Normal | DoS | | Precision | 0.99 | 0.61 | | Recall | 0.93 | 0.95 | | F1 | 0.96 | 0.74 |
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