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Benchmarks
Federated Learning Image Classification on MNIST (test)
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84
Accuracy
FLANDERS + FedAvg
8.08
27.79
47.5
67.21
Mar 29, 2023
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
FLANDERS + FedAvg
Attack Strategy=LIE, P...
2023.03
84
FLANDERS + FedAvg
Attack Strategy=OPT, P...
2023.03
84
FLANDERS + FedAvg
Attack Strategy=AGR-MM...
2023.03
82
FLANDERS + FedAvg
Attack Strategy=GAUSS,...
2023.03
75
FLDetector + FedAvg
Attack Strategy=OPT, P...
2023.03
23
FedAvg
Attack Strategy=OPT, P...
2023.03
21
FedAvg
Attack Strategy=GAUSS,...
2023.03
18
FLDetector + FedAvg
Attack Strategy=GAUSS,...
2023.03
15
FLDetector + FedAvg
Attack Strategy=LIE, P...
2023.03
13
FLDetector + FedAvg
Attack Strategy=AGR-MM...
2023.03
12
FedAvg
Attack Strategy=LIE, P...
2023.03
11
FedAvg
Attack Strategy=AGR-MM...
2023.03
11
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