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Benchmarks
Malicious Client Detection on MNIST
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100
Precision
FLANDERS
-3.376
23.462
50.3
77.138
Mar 29, 2023
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
FLANDERS
Attack Strategy=GAUSS,...
2023.03
100
100
FLANDERS
Attack Strategy=LIE, M...
2023.03
100
100
FLANDERS
Attack Strategy=OPT, M...
2023.03
100
100
FLANDERS
Attack Strategy=AGR-MM...
2023.03
100
100
FLDetector
Attack Strategy=GAUSS,...
2023.03
80
80
FLDetector
Attack Strategy=LIE, M...
2023.03
80
80
FLDetector
Attack Strategy=OPT, M...
2023.03
80
80
FLDetector
Attack Strategy=AGR-MM...
2023.03
80
80
FLANDERS
Attack type=GAUSS, Att...
2023.03
1
1
FLANDERS
Attack type=LIE, Attac...
2023.03
1
1
FLANDERS
Attack type=OPT, Attac...
2023.03
1
1
FLANDERS
Attack type=AGR-MM, At...
2023.03
1
1
FLDetector
Attack type=OPT, Attac...
2023.03
0.62
0.62
FLDetector
Attack type=GAUSS, Att...
2023.03
0.6
0.6
FLDetector
Attack type=LIE, Attac...
2023.03
0.6
0.6
FLDetector
Attack type=AGR-MM, At...
2023.03
0.6
0.6
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