Research Article
Network-Wide Traffic Anomaly Detection and Localization Based on Robust Multivariate Probabilistic Calibration Model
Table 2
Evaluation content and method.
| Method | Content |
Robustness under noise interference |
Robustness under data loss |
Anomaly localization | Sensitivity | Noisy traffic | Poisoning | Intrinsic dimension | Traffic measure |
| Simulation experiment | | ✓ | | ✓ | | | Testbed experiment | ✓ | | ✓ | ✓ | | | Real network data analysis | | | ✓ | | ✓ |
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