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Benchmarks
Federated Learning Image Classification on Fashion-MNIST
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70
Accuracy
FLANDERS + FedAvg
0.32
18.41
36.5
54.59
Mar 29, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
FLANDERS + FedAvg
Attack Strategy=LIE, P...
2023.03
70
FLANDERS + FedAvg
Attack Strategy=GAUSS,...
2023.03
68
FLANDERS + FedAvg
Attack Strategy=OPT, P...
2023.03
66
FLANDERS + FedAvg
Attack Strategy=AGR-MM...
2023.03
66
FedAvg
Attack Strategy=GAUSS,...
2023.03
24
FedAvg
Attack Strategy=OPT, P...
2023.03
19
FLDetector + FedAvg
Attack Strategy=GAUSS,...
2023.03
19
FedAvg
Attack Strategy=LIE, P...
2023.03
10
FedAvg
Attack Strategy=AGR-MM...
2023.03
10
FLDetector + FedAvg
Attack Strategy=LIE, P...
2023.03
10
FLDetector + FedAvg
Attack Strategy=AGR-MM...
2023.03
10
FLDetector + FedAvg
Attack Strategy=OPT, P...
2023.03
3
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