Research Article
An Adaptive Protection of Flooding Attacks Model for Complex Network Environments
Table 8
The performance comparison with the benchmark models.
| Model | Technique | Dataset | Traffic type | Accuracy % | FC | DDoS | Zombies | Demons |
| Sreeram and Vuppala [19] | Bat algorithm | CIDDS | — | ✓ | — | — | 94.80 | Mohamed et al. [23] | Random forest | CIDDS | — | ✓ | — | — | 99.54 | Zhou et al. [36] | Statistical | CIDDS | ✓ | ✓ | — | — | 99.13 | APFA model | Adaptive agent and statistical | CIDDS | ✓ | ✓ | ✓ | ✓ | 99.64 |
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