Table 10.
Support Vector Machine (SVM) results for measurement-only and measurement-header during attack scenarios.
| Scenarios | Inter-Arrival Time (s) | Accuracy | Recall | Precision | F_Score |
|---|---|---|---|---|---|
| Measurement-Only | |||||
| Scenario 1 | 30 50 70 100 |
80% 76.19% 74.12% 74.44% |
0.4 0.4 0.2 0.2 |
0.2556 0.24 0.2 0.0667 |
0.815 0.7648 0.7592 0.7029 |
| Scenario 2 | 30 50 70 100 |
79.09% 77.65% 75.71% 75.71% |
0.2267 0.2 0.1 0.04 |
0.26 0.1333 0.2 0.2 |
0.8194 0.7892 0.7675 0.782 |
| Measurement-Header | |||||
| Scenario 1 | 30 50 70 100 |
93.91% 89.52% 88.24% 0.9% |
0.4 0.36 0.18 0.4 |
0.37 0.35 0.2 0.36 |
0.9131 0.8742 0.855 0.8804 |
| Scenario 2 | 30 50 70 100 |
90.91% 88.24% 81.43% 84.29% |
0.16 0.2 0.15 0.2 |
0.2 0.2 0.2 0.2 |
0.8884 0.862 0.8107 0.8331 |