Image Classification on FMNIST 0.5 (test)
78.06AccuracyFedFG
Evaluation Results
| Method | Links | |
|---|---|---|
| FedFGepsilon=30%, Attack Type=MPAF2026.03 | 78.06 | |
| FedFGepsilon=10%, Attack Type=MPAF2026.03 | 77.8 | |
| Medianepsilon=10%, Attack Type=IPM2026.03 | 77.76 | |
| FedFGepsilon=30%, Attack Type=SF2026.03 | 77.31 | |
| FedFGepsilon=30%, Attack Type=IPM2026.03 | 77.31 | |
| FedFGepsilon=20%, Attack Type=MPAF2026.03 | 76.75 | |
| FedFGepsilon=10%, Attack Type=SF2026.03 | 76.2 | |
| FedFGepsilon=10%, Attack Type=IPM2026.03 | 76.2 | |
| TrimmedMeanepsilon=10%, Attack Type=IPM2026.03 | 76.09 | |
| TrimmedMeanepsilon=10%, Attack Type=MPAF2026.03 | 76.09 | |
| FedFGepsilon=20%, Attack Type=IPM2026.03 | 76.08 | |
| FedFGepsilon=20%, Attack Type=SF2026.03 | 76.03 | |
| GAN-Filterepsilon=10%, Attack Type=IPM2026.03 | 75.67 | |
| Geometricepsilon=10%, Attack Type=IPM2026.03 | 75.4 | |
| Geometricepsilon=10%, Attack Type=MPAF2026.03 | 75.4 | |
| Medianepsilon=20%, Attack Type=IPM2026.03 | 75.3 | |
| DPR-PPFLepsilon=10%, Attack Type=MPAF2026.03 | 75.2 | |
| GAN-Filterepsilon=10%, Attack Type=SF2026.03 | 75.18 | |
| DPR-PPFLepsilon=10%, Attack Type=SF2026.03 | 75.16 | |
| Geometricepsilon=20%, Attack Type=IPM2026.03 | 75.08 | |
| FedAvgepsilon=10%, Attack Type=IPM2026.03 | 74.98 | |
| DPR-PPFLepsilon=20%, Attack Type=MPAF2026.03 | 74.73 | |
| Medianepsilon=10%, Attack Type=MPAF2026.03 | 74.64 | |
| GAN-Filterepsilon=30%, Attack Type=IPM2026.03 | 74.63 | |
| DPR-PPFLepsilon=20%, Attack Type=SF2026.03 | 74.5 | |
| GAN-Filterepsilon=20%, Attack Type=IPM2026.03 | 74.33 | |
| DPR-PPFLepsilon=10%, Attack Type=IPM2026.03 | 74.13 | |
| DPR-PPFLepsilon=20%, Attack Type=IPM2026.03 | 74.13 | |
| Medianepsilon=20%, Attack Type=MPAF2026.03 | 74.1 | |
| Geometricepsilon=20%, Attack Type=MPAF2026.03 | 73.98 | |
| Geometricepsilon=10%, Attack Type=SF2026.03 | 73.96 | |
| DPR-PPFLepsilon=30%, Attack Type=SF2026.03 | 73.77 | |
| DPR-PPFLepsilon=30%, Attack Type=MPAF2026.03 | 73.54 | |
| TrimmedMeanepsilon=20%, Attack Type=MPAF2026.03 | 73 | |
| TrimmedMeanepsilon=20%, Attack Type=IPM2026.03 | 72.85 | |
| GAN-Filterepsilon=30%, Attack Type=SF2026.03 | 72.74 | |
| FoolsGoldepsilon=30%, Attack Type=MPAF2026.03 | 72.49 | |
| FoolsGoldepsilon=30%, Attack Type=IPM2026.03 | 72.14 | |
| Geometricepsilon=30%, Attack Type=IPM2026.03 | 71.51 | |
| Geometricepsilon=30%, Attack Type=MPAF2026.03 | 71.51 | |
| GAN-Filterepsilon=20%, Attack Type=SF2026.03 | 70.95 | |
| FoolsGoldepsilon=30%, Attack Type=SF2026.03 | 70.83 | |
| Medianepsilon=10%, Attack Type=SF2026.03 | 70.8 | |
| TrimmedMeanepsilon=30%, Attack Type=MPAF2026.03 | 70.23 | |
| Medianepsilon=30%, Attack Type=IPM2026.03 | 68.29 | |
| TrimmedMeanepsilon=30%, Attack Type=IPM2026.03 | 67.31 | |
| Medianepsilon=30%, Attack Type=MPAF2026.03 | 65.77 | |
| Medianepsilon=30%, Attack Type=SF2026.03 | 65.29 | |
| FedAvgepsilon=10%, Attack Type=SF2026.03 | 64.53 | |
| FoolsGoldepsilon=20%, Attack Type=MPAF2026.03 | 63.95 | |
| FoolsGoldepsilon=10%, Attack Type=MPAF2026.03 | 63.69 | |
| TrimmedMeanepsilon=10%, Attack Type=SF2026.03 | 63.18 | |
| Medianepsilon=20%, Attack Type=SF2026.03 | 60.73 | |
| Geometricepsilon=20%, Attack Type=SF2026.03 | 58.85 | |
| FoolsGoldepsilon=10%, Attack Type=SF2026.03 | 56.64 | |
| FoolsGoldepsilon=10%, Attack Type=IPM2026.03 | 49.6 | |
| FoolsGoldepsilon=20%, Attack Type=SF2026.03 | 49.6 | |
| TrimmedMeanepsilon=20%, Attack Type=SF2026.03 | 46.25 | |
| DPR-PPFLepsilon=30%, Attack Type=IPM2026.03 | 35.49 | |
| FoolsGoldepsilon=20%, Attack Type=IPM2026.03 | 31.3 | |
| TrimmedMeanepsilon=30%, Attack Type=SF2026.03 | 27.8 | |
| Geometricepsilon=30%, Attack Type=SF2026.03 | 23.31 | |
| FedAvgepsilon=20%, Attack Type=IPM2026.03 | 23.03 | |
| FedAvgepsilon=10%, Attack Type=MPAF2026.03 | 10.22 | |
| GAN-Filterepsilon=10%, Attack Type=MPAF2026.03 | 10.22 | |
| FedAvgepsilon=30%, Attack Type=SF2026.03 | 10.11 | |
| FedAvgepsilon=30%, Attack Type=IPM2026.03 | 10.11 | |
| FedAvgepsilon=30%, Attack Type=MPAF2026.03 | 10.11 | |
| GAN-Filterepsilon=30%, Attack Type=MPAF2026.03 | 10.11 | |
| FedAvgepsilon=20%, Attack Type=SF2026.03 | 9.98 | |
| FedAvgepsilon=20%, Attack Type=MPAF2026.03 | 9.98 | |
| GAN-Filterepsilon=20%, Attack Type=MPAF2026.03 | 9.98 |