Research Article
Towards Accurate Node-Based Detection of P2P Botnets
Table 3
Detection rate and precision of node-based detection.
| Time interval | Time window | Detection rate | FPR | Precision |
| 0 | 10 | 0.997 | 0.026 | 0.997 | 20 | 0.998 | 0.024 | 0.998 | 30 | 0.998 | 0.007 | 0.997 | 60 | 0.999 | 0 | 0.999 | 180 | 1 | 0 | 1 |
| 10 | 10 | 0.998 | 0.004 | 0.998 | 20 | 0.998 | 0 | 0.997 | 30 | 0.999 | 0 | 0.998 | 60 | 0.995 | 0 | 0.995 | 180 | 0.996 | 0 | 0.996 |
| 20 | 10 | 0.998 | 0.005 | 0.998 | 20 | 0.997 | 0.035 | 0.996 | 30 | 0.999 | 0.015 | 0.998 | 60 | 0.997 | 0 | 0.996 | 180 | 1 | 0 | 1 |
| 30 | 10 | 0.998 | 0.016 | 0.998 | 20 | 0.998 | 0.007 | 0.998 | 30 | 0.997 | 0.053 | 0.997 | 60 | 0.999 | 0 | 0.998 | 180 | 1 | 0 | 1 |
| 60 | 10 | 0.998 | 0.053 | 0.997 | 20 | 0.999 | 0 | 0.998 | 30 | 0.997 | 0 | 0.997 | 60 | 0.999 | 0.01 | 0.998 | 180 | 0.999 | 0 | 0.998 |
| 180 | 10 | 1 | 0 | 1 | 20 | 1 | 0 | 1 | 30 | 1 | 0 | 1 | 60 | 0.999 | 0.026 | 0.999 | 180 | 1 | 0 | 1 |
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