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ResearchFormerly WizWand

Image Classification on MNIST Decentralized 0 m.n. (test)

98AccuracyWFAgg-D
7.384830.909954.43577.9601Sep 26, 2024
Updated 4mo ago

Evaluation results

MethodLinks
WFAgg-DAttack=ALIE2024.0998
Multi-KrumAttack=IPM-1002024.0997.87
ClusteringAttack=LF2024.0997.87
WFAgg-DAttack=IPM-1002024.0997.87
WFAgg-CAttack=No attack2024.0997.87
WFAgg-CAttack=Noise2024.0997.87
WFAgg-CAttack=IPM-1002024.0997.8
Trimmed-MeanAttack=ALIE2024.0997.73
MedianAttack=IPM-0.52024.0997.73
ClusteringAttack=SF2024.0997.73
WFAgg-DAttack=SF2024.0997.73
WFAgg-CAttack=SF2024.0997.67
WFAgg-EAttack=No attack2024.0997.67
WFAgg-EAttack=ALIE2024.0997.67
Alt-WFAggAttack=IPM-0.52024.0997.67
MeanAttack=ALIE2024.0997.6
KrumAttack=ALIE2024.0997.6
ClusteringAttack=No attack2024.0997.6
WFAgg-DAttack=Noise2024.0997.6
Multi-KrumAttack=LF2024.0997.53
ClusteringAttack=Noise2024.0997.53
ClusteringAttack=IPM-0.52024.0997.53
WFAgg-CAttack=LF2024.0997.53
WFAggAttack=Noise2024.0997.53
WFAggAttack=SF2024.0997.53
MeanAttack=No attack2024.0997.47
MeanAttack=LF2024.0997.47
KrumAttack=IPM-1002024.0997.47
ClusteringAttack=IPM-1002024.0997.47
WFAgg-TAttack=ALIE2024.0997.47
WFAgg-EAttack=SF2024.0997.47
Multi-KrumAttack=IPM-0.52024.0997.4
WFAgg-DAttack=IPM-0.52024.0997.4
WFAgg-CAttack=IPM-0.52024.0997.4
WFAgg-CAttack=ALIE2024.0997.4
WFAgg-TAttack=IPM-0.52024.0997.4
Alt-WFAggAttack=Noise2024.0997.4
Alt-WFAggAttack=IPM-1002024.0997.4
WFAggAttack=No attack2024.0997.4
Trimmed-MeanAttack=No attack2024.0997.33
MedianAttack=SF2024.0997.33
Multi-KrumAttack=ALIE2024.0997.33
WFAgg-DAttack=No attack2024.0997.33
WFAgg-DAttack=LF2024.0997.33
WFAgg-EAttack=LF2024.0997.33
Alt-WFAggAttack=SF2024.0997.33
Alt-WFAggAttack=LF2024.0997.33
Alt-WFAggAttack=No attack2024.0997.27
WFAggAttack=ALIE2024.0997.27
ClusteringAttack=ALIE2024.0997.2
WFAggAttack=LF2024.0997.2
WFAggAttack=IPM-0.52024.0997.2
MedianAttack=No attack2024.0997.13
MedianAttack=Noise2024.0997.13
MedianAttack=IPM-1002024.0997.13
Alt-WFAggAttack=ALIE2024.0997.13
Trimmed-MeanAttack=LF2024.0997.07
MedianAttack=ALIE2024.0997.07
Multi-KrumAttack=Noise2024.0997.07
Multi-KrumAttack=SF2024.0997.07
KrumAttack=No attack2024.0997
WFAgg-TAttack=No attack2024.0997
WFAgg-EAttack=IPM-0.52024.0997
MeanAttack=SF2024.0996.87
MeanAttack=IPM-0.52024.0996.87
Trimmed-MeanAttack=IPM-0.52024.0996.87
Trimmed-MeanAttack=SF2024.0996.8
WFAggAttack=IPM-1002024.0996.8
WFAgg-TAttack=SF2024.0996.73
MedianAttack=LF2024.0996.67
KrumAttack=SF2024.0996.67
WFAgg-TAttack=LF2024.0996.53
KrumAttack=Noise2024.0996.4
Multi-KrumAttack=No attack2024.0996.33
KrumAttack=IPM-0.52024.0996.07
KrumAttack=LF2024.0995.93
WFAgg-EAttack=Noise2024.0911.53
MeanAttack=Noise2024.0911.13
Trimmed-MeanAttack=Noise2024.0911.13
WFAgg-TAttack=Noise2024.0911.13
MeanAttack=IPM-1002024.0910.87
Trimmed-MeanAttack=IPM-1002024.0910.87
WFAgg-TAttack=IPM-1002024.0910.87
WFAgg-EAttack=IPM-1002024.0910.87