Image Classification on CIFAR-10 non-IID (beta=0.5, test)
0.8561AccuracyAlignIns
Evaluation results
| Method | Links | |
|---|---|---|
| AlignInsAttack Ratio=20%, Attack Method=ByzMean2025.03 | 0.8561 | |
| SignGuardAttack Ratio=20%, Attack Method=ByzMean2025.03 | 0.8558 | |
| AlignInsAttack Ratio=10%, Attack Method=ByzMean2025.03 | 0.8498 | |
| SignGuardAttack Ratio=10%, Attack Method=ByzMean2025.03 | 0.8469 | |
| RFAAttack Ratio=20%, Attack Method=ByzMean2025.03 | 0.7826 | |
| RFAAttack Ratio=10%, Attack Method=ByzMean2025.03 | 0.7693 | |
| MKrumAttack Ratio=10%, Attack Method=ByzMean2025.03 | 0.7439 | |
| MKrumAttack Ratio=20%, Attack Method=ByzMean2025.03 | 0.7114 | |
| FedAvgAttack Ratio=20%, Attack Method=ByzMean2025.03 | 0.1321 | |
| FedAvgAttack Ratio=10%, Attack Method=ByzMean2025.03 | 0.1296 |