Byzantine-robust Federated Learning on Federated Learning Certified Framework
38Max ByzantineSpectral Sentinel
Evaluation results
| Method | Links | |
|---|---|---|
| Spectral SentinelCertificate Type=Data-dependent (σ²f² < 0.25)2025.12 | 38 | |
| CRFLCertificate Type=Norm-bounded (||δ|| ≤ 0.1)2025.12 | 15 | |
| ByzShieldCertificate Type=Norm-bounded (||δ|| ≤ 0.1)2025.12 | 15 |