List your company
ResearchFormerly WizWand

Federated Recommendation on MIND

97.51AccuracyEnCAgg
68.59876.10483.6191.116May 21, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EnCAggMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0597.51
FLGuardianMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0597.37
DPFLAMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0597.2
Trimmed MeanMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0596.13
FLTrustMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0595.94
FedSGDMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0595.47
MedianMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0595.14
EnCAggMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0594.67
KrumMalicious Client Ratio=10%, Attack Type=Adaptive Attack2026.0594.65
FLTrustMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0576.08
Trimmed MeanMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0573.97
FedSGDMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0573.11
FLGuardianMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0571.93
MedianMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0570.99
DPFLAMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0570.8
KrumMalicious Client Ratio=60%, Attack Type=Adaptive Attack2026.0569.71