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ResearchFormerly WizWand

Image Classification on CIFAR10-0.5 (test)

52.63AccuracyFedFG
5.72617.90330.0842.257Mar 30, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FedFGepsilon=20%, Attack Type=SF2026.0352.63
FedFGepsilon=30%, Attack Type=MPAF2026.0352.23
FedFGepsilon=20%, Attack Type=MPAF2026.0351.88
FedFGepsilon=30%, Attack Type=SF2026.0351.63
FedFGepsilon=30%, Attack Type=IPM2026.0351.54
FedFGepsilon=20%, Attack Type=IPM2026.0351.43
FedFGepsilon=10%, Attack Type=SF2026.0350.8
FedFGepsilon=10%, Attack Type=MPAF2026.0350.42
DPR-PPFLepsilon=20%, Attack Type=MPAF2026.0349.13
GAN-Filterepsilon=20%, Attack Type=IPM2026.0349.13
DPR-PPFLepsilon=10%, Attack Type=MPAF2026.0348.58
FedFGepsilon=10%, Attack Type=IPM2026.0348.27
DPR-PPFLepsilon=10%, Attack Type=SF2026.0348.09
Medianepsilon=10%, Attack Type=MPAF2026.0347.98
DPR-PPFLepsilon=20%, Attack Type=SF2026.0347.38
Medianepsilon=10%, Attack Type=IPM2026.0346.96
Medianepsilon=20%, Attack Type=MPAF2026.0346.9
Medianepsilon=20%, Attack Type=IPM2026.0346.8
Geometricepsilon=20%, Attack Type=IPM2026.0346.8
Geometricepsilon=10%, Attack Type=MPAF2026.0346.71
Geometricepsilon=10%, Attack Type=IPM2026.0346.27
GAN-Filterepsilon=20%, Attack Type=SF2026.0345.85
Geometricepsilon=20%, Attack Type=MPAF2026.0345.7
FoolsGoldepsilon=20%, Attack Type=MPAF2026.0345.35
DPR-PPFLepsilon=30%, Attack Type=SF2026.0344.86
GAN-Filterepsilon=10%, Attack Type=SF2026.0344.42
DPR-PPFLepsilon=30%, Attack Type=MPAF2026.0344.4
TrimmedMeanepsilon=10%, Attack Type=MPAF2026.0344.16
GAN-Filterepsilon=30%, Attack Type=SF2026.0344.06
GAN-Filterepsilon=30%, Attack Type=IPM2026.0343.63
TrimmedMeanepsilon=30%, Attack Type=MPAF2026.0343.26
Medianepsilon=10%, Attack Type=SF2026.0343.18
TrimmedMeanepsilon=20%, Attack Type=IPM2026.0342.95
TrimmedMeanepsilon=20%, Attack Type=MPAF2026.0342.75
Geometricepsilon=10%, Attack Type=SF2026.0342.33
Geometricepsilon=30%, Attack Type=MPAF2026.0342.2
FoolsGoldepsilon=30%, Attack Type=IPM2026.0341.77
FoolsGoldepsilon=30%, Attack Type=MPAF2026.0341.66
FoolsGoldepsilon=30%, Attack Type=SF2026.0341.49
Geometricepsilon=30%, Attack Type=IPM2026.0341.46
GAN-Filterepsilon=10%, Attack Type=IPM2026.0341.38
Medianepsilon=30%, Attack Type=IPM2026.0340.06
Medianepsilon=30%, Attack Type=MPAF2026.0339.91
TrimmedMeanepsilon=10%, Attack Type=IPM2026.0339.71
TrimmedMeanepsilon=30%, Attack Type=IPM2026.0336.83
TrimmedMeanepsilon=10%, Attack Type=SF2026.0335.93
FedAvgepsilon=10%, Attack Type=IPM2026.0335.42
Geometricepsilon=20%, Attack Type=SF2026.0334.05
Medianepsilon=20%, Attack Type=SF2026.0332.98
FedAvgepsilon=20%, Attack Type=IPM2026.0329.78
FoolsGoldepsilon=10%, Attack Type=SF2026.0328.18
DPR-PPFLepsilon=30%, Attack Type=IPM2026.0327.31
DPR-PPFLepsilon=20%, Attack Type=IPM2026.0326.88
FoolsGoldepsilon=20%, Attack Type=IPM2026.0326.5
DPR-PPFLepsilon=10%, Attack Type=IPM2026.0325.71
FoolsGoldepsilon=10%, Attack Type=MPAF2026.0325.56
FoolsGoldepsilon=20%, Attack Type=SF2026.0322.33
TrimmedMeanepsilon=20%, Attack Type=SF2026.0321.73
FoolsGoldepsilon=10%, Attack Type=IPM2026.0321.36
Medianepsilon=30%, Attack Type=SF2026.0318.03
Geometricepsilon=30%, Attack Type=SF2026.0315.06
TrimmedMeanepsilon=30%, Attack Type=SF2026.0311.74
FedAvgepsilon=10%, Attack Type=SF2026.0311.24
FedAvgepsilon=30%, Attack Type=IPM2026.0310.37
FedAvgepsilon=30%, Attack Type=MPAF2026.039.71
GAN-Filterepsilon=30%, Attack Type=MPAF2026.039.71
FedAvgepsilon=10%, Attack Type=MPAF2026.039.67
FedAvgepsilon=20%, Attack Type=SF2026.039.65
FedAvgepsilon=20%, Attack Type=MPAF2026.039.63
FedAvgepsilon=30%, Attack Type=SF2026.039.51
GAN-Filterepsilon=10%, Attack Type=MPAF2026.037.91
GAN-Filterepsilon=20%, Attack Type=MPAF2026.037.53