Federated Learning Defense on N-BaIoT Model Scaling Attack Scenario 1 (test)
97.07AccuracySecureDyn-FL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SecureDyn-FL2026.01 | 97.07 | 96.95 | 5.68 | |
| FL-Defender2026.01 | 95.41 | 96.85 | 3.24 | |
| FL trust2026.01 | 45.36 | 63.58 | 51.05 | |
| Shield FL2026.01 | 45.2 | 63.45 | 52.05 | |
| FedAvg2026.01 | 45.12 | 62.35 | 50.89 | |
| Trimmed Mean2026.01 | 45.12 | 64.14 | 51.34 |