N-BaIoT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| IoT Intrusion Detection | N-BaIoT Scenario 2 | Accuracy99.01 | 36 | |
| Federated Learning Defense | N-BaIoT Label-Flipping Attack Scenario 1 (test) | Accuracy97.41 | 18 | |
| Federated Learning Defense | N-BaIoT Scenario 1 Same Model Attack (test) | Accuracy97.02 | 6 | |
| Federated Learning Defense | N-BaIoT Model Scaling Attack Scenario 1 (test) | Accuracy97.07 | 6 | |
| Federated Learning Defense | N-BaIoT No Attack Scenario 1 (test) | Accuracy98.04 | 6 |
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