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ResearchFormerly WizWand

Image Classification on FMNIST 0.5 (test)

78.06AccuracyFedFG
7.256825.638444.0262.4016Mar 30, 2026
Updated 7mo ago

Evaluation results

MethodLinks
FedFGepsilon=30%, Attack Type=MPAF2026.0378.06
FedFGepsilon=10%, Attack Type=MPAF2026.0377.8
Medianepsilon=10%, Attack Type=IPM2026.0377.76
FedFGepsilon=30%, Attack Type=SF2026.0377.31
FedFGepsilon=30%, Attack Type=IPM2026.0377.31
FedFGepsilon=20%, Attack Type=MPAF2026.0376.75
FedFGepsilon=10%, Attack Type=SF2026.0376.2
FedFGepsilon=10%, Attack Type=IPM2026.0376.2
TrimmedMeanepsilon=10%, Attack Type=IPM2026.0376.09
TrimmedMeanepsilon=10%, Attack Type=MPAF2026.0376.09
FedFGepsilon=20%, Attack Type=IPM2026.0376.08
FedFGepsilon=20%, Attack Type=SF2026.0376.03
GAN-Filterepsilon=10%, Attack Type=IPM2026.0375.67
Geometricepsilon=10%, Attack Type=IPM2026.0375.4
Geometricepsilon=10%, Attack Type=MPAF2026.0375.4
Medianepsilon=20%, Attack Type=IPM2026.0375.3
DPR-PPFLepsilon=10%, Attack Type=MPAF2026.0375.2
GAN-Filterepsilon=10%, Attack Type=SF2026.0375.18
DPR-PPFLepsilon=10%, Attack Type=SF2026.0375.16
Geometricepsilon=20%, Attack Type=IPM2026.0375.08
FedAvgepsilon=10%, Attack Type=IPM2026.0374.98
DPR-PPFLepsilon=20%, Attack Type=MPAF2026.0374.73
Medianepsilon=10%, Attack Type=MPAF2026.0374.64
GAN-Filterepsilon=30%, Attack Type=IPM2026.0374.63
DPR-PPFLepsilon=20%, Attack Type=SF2026.0374.5
GAN-Filterepsilon=20%, Attack Type=IPM2026.0374.33
DPR-PPFLepsilon=10%, Attack Type=IPM2026.0374.13
DPR-PPFLepsilon=20%, Attack Type=IPM2026.0374.13
Medianepsilon=20%, Attack Type=MPAF2026.0374.1
Geometricepsilon=20%, Attack Type=MPAF2026.0373.98
Geometricepsilon=10%, Attack Type=SF2026.0373.96
DPR-PPFLepsilon=30%, Attack Type=SF2026.0373.77
DPR-PPFLepsilon=30%, Attack Type=MPAF2026.0373.54
TrimmedMeanepsilon=20%, Attack Type=MPAF2026.0373
TrimmedMeanepsilon=20%, Attack Type=IPM2026.0372.85
GAN-Filterepsilon=30%, Attack Type=SF2026.0372.74
FoolsGoldepsilon=30%, Attack Type=MPAF2026.0372.49
FoolsGoldepsilon=30%, Attack Type=IPM2026.0372.14
Geometricepsilon=30%, Attack Type=IPM2026.0371.51
Geometricepsilon=30%, Attack Type=MPAF2026.0371.51
GAN-Filterepsilon=20%, Attack Type=SF2026.0370.95
FoolsGoldepsilon=30%, Attack Type=SF2026.0370.83
Medianepsilon=10%, Attack Type=SF2026.0370.8
TrimmedMeanepsilon=30%, Attack Type=MPAF2026.0370.23
Medianepsilon=30%, Attack Type=IPM2026.0368.29
TrimmedMeanepsilon=30%, Attack Type=IPM2026.0367.31
Medianepsilon=30%, Attack Type=MPAF2026.0365.77
Medianepsilon=30%, Attack Type=SF2026.0365.29
FedAvgepsilon=10%, Attack Type=SF2026.0364.53
FoolsGoldepsilon=20%, Attack Type=MPAF2026.0363.95
FoolsGoldepsilon=10%, Attack Type=MPAF2026.0363.69
TrimmedMeanepsilon=10%, Attack Type=SF2026.0363.18
Medianepsilon=20%, Attack Type=SF2026.0360.73
Geometricepsilon=20%, Attack Type=SF2026.0358.85
FoolsGoldepsilon=10%, Attack Type=SF2026.0356.64
FoolsGoldepsilon=10%, Attack Type=IPM2026.0349.6
FoolsGoldepsilon=20%, Attack Type=SF2026.0349.6
TrimmedMeanepsilon=20%, Attack Type=SF2026.0346.25
DPR-PPFLepsilon=30%, Attack Type=IPM2026.0335.49
FoolsGoldepsilon=20%, Attack Type=IPM2026.0331.3
TrimmedMeanepsilon=30%, Attack Type=SF2026.0327.8
Geometricepsilon=30%, Attack Type=SF2026.0323.31
FedAvgepsilon=20%, Attack Type=IPM2026.0323.03
FedAvgepsilon=10%, Attack Type=MPAF2026.0310.22
GAN-Filterepsilon=10%, Attack Type=MPAF2026.0310.22
FedAvgepsilon=30%, Attack Type=SF2026.0310.11
FedAvgepsilon=30%, Attack Type=IPM2026.0310.11
FedAvgepsilon=30%, Attack Type=MPAF2026.0310.11
GAN-Filterepsilon=30%, Attack Type=MPAF2026.0310.11
FedAvgepsilon=20%, Attack Type=SF2026.039.98
FedAvgepsilon=20%, Attack Type=MPAF2026.039.98
GAN-Filterepsilon=20%, Attack Type=MPAF2026.039.98