Research Article
Toward a Real-Time TCP SYN Flood DDoS Mitigation Using Adaptive Neuro-Fuzzy Classifier and SDN Assistance in Fog Computing
Table 6
The evaluated metrics were used to compare the results of ANFIS with other methods.
| Method | Accuracy | Precision | Recall | F1-score |
| ANFIS SDN | 100 | 100 | 100 | 100 | ANFIS CIC-DDoS2019 | 99.95 | 100 | 99.94 | 99.95 | FUPE [10] | 98.2 | 96.08 | 98 | N/A | CNN [26] | 95.4 | 93.3 | 92.4 | 92.8 | GAN [27] | 94.38 | 94.08 | 97.89 | 95.94 | MLP [28] | 95.01 | 95.46 | 94.51 | 94.98 |
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