Research Article
Detecting IKEv1 Man-in-the-Middle Attack with Message-RTT Analysis
Table 1
The evaluation metrics of classification.
| Round | Accuracy | Recall | Precision | F1 |
| 1 | 0.9335 | 1 | 0.9281 | 0.9627 | 2 | 0.9362 | 1 | 0.9311 | 0.9643 | 3 | 0.9261 | 1 | 0.9202 | 0.9584 | 4 | 0.8095 | 1 | 0.7941 | 0.8852 | 5 | 0.9175 | 1 | 0.9109 | 0.9534 | 6 | 0.9222 | 1 | 0.9159 | 0.9561 | 7 | 0.9261 | 1 | 0.9202 | 0.9584 | 8 | 0.9373 | 1 | 0.9322 | 0.9649 | 9 | 0.8999 | 1 | 0.8918 | 0.9428 | 10 | 0.8907 | 1 | 0.8818 | 0.9372 |
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