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ResearchFormerly WizWand

Classification on OpenSARShip

86.94Macro F1NADAFD
82.863283.921684.9886.0384Dec 31, 2025
Updated 8mo ago

Evaluation results

MethodLinks
NADAFDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1286.94
EH-ATAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1285.82
RRPDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1285.3
FSBAAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1284.58
LockdownAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1284.34
FedIDAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1284.22
MedianAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1283.26
KrumAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1283.18
FedAvgAttack=Persistent Attacks, Distribution=Non-IID (alpha=0.5), Malicious client ratio=30%, Poisoning ratio=30%2025.1283.02