Federated Learning Defense on N-BaIoT Scenario 1 Same Model Attack (test)
97.02AccuracyFL trust
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FL trust2026.01 | 97.02 | 97.64 | 0.97 | |
| SecureDyn-FL2026.01 | 97.01 | 97.08 | 4.02 | |
| Shield FL2026.01 | 94.56 | 94.25 | 5.81 | |
| Trimmed Mean2026.01 | 71.85 | 62.78 | 25.38 | |
| FL-Defender2026.01 | 49.67 | 0 | 43.06 | |
| FedAvg2026.01 | 45.41 | 62.45 | 51.74 |