Network Anomaly Detection on Real-life network ARP calls 10M 362 nodes 42 weeks
58.5Precision
LightGBM + EVT
Updated 1mo ago
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
2023.04 | 58.5 | 65.9 | 34.1 | 1 | |
2023.04 | 31.8 | 73.5 | 24.3 | 3.341 | |
2023.04 | 29.1 | 79 | 25.6 | 17.098 | |
2023.04 | 28.6 | 76.9 | 20.8 | 7.634 | |
2023.04 | 1.8 | 89 | 3.2 | 59.049 |