ResearchBenchmarksClassification under DBA attack on EMNISTFollow96.47Robustness Accuracy (BA)FedAvg12.011633.938355.86577.7917May 15, 2025Evaluation ResultsMethodMethodLinksRobustness Accuracy (BA)Robustness Mean Accuracy (MA)FedAvgDefense=FedAvgDefense=FedAvg2025.0596.4784.53FoolsGoldDefense=FoolsGoldDefense=FoolsGold2025.0573.9480.16DeepSightDefense=DeepSightDefense=DeepSight2025.0544.1682.94Multi-KrumDefense=Multi-KrumDefense=Multi-Krum2025.0537.6378.84FLAMEDefense=FLAMEDefense=FLAME2025.0531.8481.74FLTrustDefense=FLTrustDefense=FLTrust2025.0523.4783.47FeRADefense=FeRADefense=FeRA2025.0515.2684.63