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Benchmarks
Federated Learning Image Classification on CIFAR-10
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33
Accuracy
FLANDERS + FedAvg
9.08
15.29
21.5
27.71
Mar 29, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
FLANDERS + FedAvg
Attack Strategy=GAUSS,...
2023.03
33
FLANDERS + FedAvg
Attack Strategy=LIE, P...
2023.03
32
FLANDERS + FedAvg
Attack Strategy=OPT, P...
2023.03
32
FLANDERS + FedAvg
Attack Strategy=AGR-MM...
2023.03
32
FedAvg
Attack Strategy=OPT, P...
2023.03
11
FedAvg
Attack Strategy=GAUSS,...
2023.03
10
FedAvg
Attack Strategy=LIE, P...
2023.03
10
FedAvg
Attack Strategy=AGR-MM...
2023.03
10
FLDetector + FedAvg
Attack Strategy=GAUSS,...
2023.03
10
FLDetector + FedAvg
Attack Strategy=LIE, P...
2023.03
10
FLDetector + FedAvg
Attack Strategy=OPT, P...
2023.03
10
FLDetector + FedAvg
Attack Strategy=AGR-MM...
2023.03
10
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