Image Classification on CIFAR10-0.5 (test)
52.63AccuracyFedFG
Evaluation Results
| Method | Links | |
|---|---|---|
| FedFGepsilon=20%, Attack Type=SF2026.03 | 52.63 | |
| FedFGepsilon=30%, Attack Type=MPAF2026.03 | 52.23 | |
| FedFGepsilon=20%, Attack Type=MPAF2026.03 | 51.88 | |
| FedFGepsilon=30%, Attack Type=SF2026.03 | 51.63 | |
| FedFGepsilon=30%, Attack Type=IPM2026.03 | 51.54 | |
| FedFGepsilon=20%, Attack Type=IPM2026.03 | 51.43 | |
| FedFGepsilon=10%, Attack Type=SF2026.03 | 50.8 | |
| FedFGepsilon=10%, Attack Type=MPAF2026.03 | 50.42 | |
| DPR-PPFLepsilon=20%, Attack Type=MPAF2026.03 | 49.13 | |
| GAN-Filterepsilon=20%, Attack Type=IPM2026.03 | 49.13 | |
| DPR-PPFLepsilon=10%, Attack Type=MPAF2026.03 | 48.58 | |
| FedFGepsilon=10%, Attack Type=IPM2026.03 | 48.27 | |
| DPR-PPFLepsilon=10%, Attack Type=SF2026.03 | 48.09 | |
| Medianepsilon=10%, Attack Type=MPAF2026.03 | 47.98 | |
| DPR-PPFLepsilon=20%, Attack Type=SF2026.03 | 47.38 | |
| Medianepsilon=10%, Attack Type=IPM2026.03 | 46.96 | |
| Medianepsilon=20%, Attack Type=MPAF2026.03 | 46.9 | |
| Medianepsilon=20%, Attack Type=IPM2026.03 | 46.8 | |
| Geometricepsilon=20%, Attack Type=IPM2026.03 | 46.8 | |
| Geometricepsilon=10%, Attack Type=MPAF2026.03 | 46.71 | |
| Geometricepsilon=10%, Attack Type=IPM2026.03 | 46.27 | |
| GAN-Filterepsilon=20%, Attack Type=SF2026.03 | 45.85 | |
| Geometricepsilon=20%, Attack Type=MPAF2026.03 | 45.7 | |
| FoolsGoldepsilon=20%, Attack Type=MPAF2026.03 | 45.35 | |
| DPR-PPFLepsilon=30%, Attack Type=SF2026.03 | 44.86 | |
| GAN-Filterepsilon=10%, Attack Type=SF2026.03 | 44.42 | |
| DPR-PPFLepsilon=30%, Attack Type=MPAF2026.03 | 44.4 | |
| TrimmedMeanepsilon=10%, Attack Type=MPAF2026.03 | 44.16 | |
| GAN-Filterepsilon=30%, Attack Type=SF2026.03 | 44.06 | |
| GAN-Filterepsilon=30%, Attack Type=IPM2026.03 | 43.63 | |
| TrimmedMeanepsilon=30%, Attack Type=MPAF2026.03 | 43.26 | |
| Medianepsilon=10%, Attack Type=SF2026.03 | 43.18 | |
| TrimmedMeanepsilon=20%, Attack Type=IPM2026.03 | 42.95 | |
| TrimmedMeanepsilon=20%, Attack Type=MPAF2026.03 | 42.75 | |
| Geometricepsilon=10%, Attack Type=SF2026.03 | 42.33 | |
| Geometricepsilon=30%, Attack Type=MPAF2026.03 | 42.2 | |
| FoolsGoldepsilon=30%, Attack Type=IPM2026.03 | 41.77 | |
| FoolsGoldepsilon=30%, Attack Type=MPAF2026.03 | 41.66 | |
| FoolsGoldepsilon=30%, Attack Type=SF2026.03 | 41.49 | |
| Geometricepsilon=30%, Attack Type=IPM2026.03 | 41.46 | |
| GAN-Filterepsilon=10%, Attack Type=IPM2026.03 | 41.38 | |
| Medianepsilon=30%, Attack Type=IPM2026.03 | 40.06 | |
| Medianepsilon=30%, Attack Type=MPAF2026.03 | 39.91 | |
| TrimmedMeanepsilon=10%, Attack Type=IPM2026.03 | 39.71 | |
| TrimmedMeanepsilon=30%, Attack Type=IPM2026.03 | 36.83 | |
| TrimmedMeanepsilon=10%, Attack Type=SF2026.03 | 35.93 | |
| FedAvgepsilon=10%, Attack Type=IPM2026.03 | 35.42 | |
| Geometricepsilon=20%, Attack Type=SF2026.03 | 34.05 | |
| Medianepsilon=20%, Attack Type=SF2026.03 | 32.98 | |
| FedAvgepsilon=20%, Attack Type=IPM2026.03 | 29.78 | |
| FoolsGoldepsilon=10%, Attack Type=SF2026.03 | 28.18 | |
| DPR-PPFLepsilon=30%, Attack Type=IPM2026.03 | 27.31 | |
| DPR-PPFLepsilon=20%, Attack Type=IPM2026.03 | 26.88 | |
| FoolsGoldepsilon=20%, Attack Type=IPM2026.03 | 26.5 | |
| DPR-PPFLepsilon=10%, Attack Type=IPM2026.03 | 25.71 | |
| FoolsGoldepsilon=10%, Attack Type=MPAF2026.03 | 25.56 | |
| FoolsGoldepsilon=20%, Attack Type=SF2026.03 | 22.33 | |
| TrimmedMeanepsilon=20%, Attack Type=SF2026.03 | 21.73 | |
| FoolsGoldepsilon=10%, Attack Type=IPM2026.03 | 21.36 | |
| Medianepsilon=30%, Attack Type=SF2026.03 | 18.03 | |
| Geometricepsilon=30%, Attack Type=SF2026.03 | 15.06 | |
| TrimmedMeanepsilon=30%, Attack Type=SF2026.03 | 11.74 | |
| FedAvgepsilon=10%, Attack Type=SF2026.03 | 11.24 | |
| FedAvgepsilon=30%, Attack Type=IPM2026.03 | 10.37 | |
| FedAvgepsilon=30%, Attack Type=MPAF2026.03 | 9.71 | |
| GAN-Filterepsilon=30%, Attack Type=MPAF2026.03 | 9.71 | |
| FedAvgepsilon=10%, Attack Type=MPAF2026.03 | 9.67 | |
| FedAvgepsilon=20%, Attack Type=SF2026.03 | 9.65 | |
| FedAvgepsilon=20%, Attack Type=MPAF2026.03 | 9.63 | |
| FedAvgepsilon=30%, Attack Type=SF2026.03 | 9.51 | |
| GAN-Filterepsilon=10%, Attack Type=MPAF2026.03 | 7.91 | |
| GAN-Filterepsilon=20%, Attack Type=MPAF2026.03 | 7.53 |