Image Classification on CIFAR-10 non-IID, beta=0.7 (test)
87.13AccuracyAlignIns
Evaluation results
| Method | Links | |
|---|---|---|
| AlignInsAttack Ratio=20%, Attack Method=ByzMean2025.03 | 87.13 | |
| SignGuardAttack Ratio=20%, Attack Method=ByzMean2025.03 | 86.84 | |
| SignGuardAttack Ratio=10%, Attack Method=ByzMean2025.03 | 86.22 | |
| AlignInsAttack Ratio=10%, Attack Method=ByzMean2025.03 | 86.18 | |
| RFAAttack Ratio=20%, Attack Method=ByzMean2025.03 | 80.45 | |
| RFAAttack Ratio=10%, Attack Method=ByzMean2025.03 | 79.76 | |
| MKrumAttack Ratio=10%, Attack Method=ByzMean2025.03 | 77.16 | |
| MKrumAttack Ratio=20%, Attack Method=ByzMean2025.03 | 76.76 | |
| FedAvgAttack Ratio=20%, Attack Method=ByzMean2025.03 | 11.66 | |
| FedAvgAttack Ratio=10%, Attack Method=ByzMean2025.03 | 10.33 |