Table 7.
Prediction performance of neural networks for flooding attack.
| Flooding attack | ||||
|---|---|---|---|---|
| MSE | R2 | Time | MAE | |
| GRU | 0.0006 | 0.978 | 2505 s | 0.017 |
| LSTM | 0.005 | 0.814 | 2256 s | 0.058 |
| ELM | 3.03E−05 | 0.9989 | 0.0257 | 0.002 |
| MLP | 0.0004 | 0.9835 | 1969 | 0.013 |
Prediction performance of neural networks for flooding attack.
| Flooding attack | ||||
|---|---|---|---|---|
| MSE | R2 | Time | MAE | |
| GRU | 0.0006 | 0.978 | 2505 s | 0.017 |
| LSTM | 0.005 | 0.814 | 2256 s | 0.058 |
| ELM | 3.03E−05 | 0.9989 | 0.0257 | 0.002 |
| MLP | 0.0004 | 0.9835 | 1969 | 0.013 |