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ResearchFormerly WizWand

Image Classification on MNIST Decentralized, 2 m.n. (test)

96.11AccuracyKrum
6.482829.751453.0276.2886Sep 26, 2024
Updated 4mo ago

Evaluation results

MethodLinks
KrumAttack=ALIE2024.0996.11
Trimmed-MeanAttack=ALIE2024.0995.78
WFAggAttack=LF2024.0995.78
Alt-WFAggAttack=No attack2024.0995.67
KrumAttack=Noise2024.0995.56
ClusteringAttack=SF2024.0995.56
ClusteringAttack=ALIE2024.0995.56
WFAgg-EAttack=ALIE2024.0995.56
WFAggAttack=SF2024.0995.56
Trimmed-MeanAttack=No attack2024.0995.44
ClusteringAttack=IPM-0.52024.0995.44
WFAgg-CAttack=ALIE2024.0995.44
Alt-WFAggAttack=IPM-0.52024.0995.44
WFAggAttack=ALIE2024.0995.44
Multi-KrumAttack=ALIE2024.0995.33
Alt-WFAggAttack=ALIE2024.0995.33
WFAggAttack=No attack2024.0995.33
ClusteringAttack=IPM-1002024.0995.22
WFAgg-DAttack=ALIE2024.0995.22
WFAggAttack=IPM-0.52024.0995.22
Multi-KrumAttack=LF2024.0995.11
Multi-KrumAttack=IPM-1002024.0995.11
WFAgg-CAttack=No attack2024.0995.11
WFAgg-DAttack=No attack2024.0995
WFAgg-CAttack=IPM-0.52024.0995
MedianAttack=No attack2024.0994.89
WFAgg-CAttack=LF2024.0994.89
WFAggAttack=Noise2024.0994.89
WFAgg-DAttack=Noise2024.0994.78
WFAgg-DAttack=SF2024.0994.78
WFAgg-EAttack=LF2024.0994.78
WFAggAttack=IPM-1002024.0994.78
WFAgg-DAttack=LF2024.0994.67
WFAgg-CAttack=SF2024.0994.67
Alt-WFAggAttack=IPM-1002024.0994.67
MeanAttack=No attack2024.0994.56
KrumAttack=IPM-1002024.0994.56
WFAgg-TAttack=ALIE2024.0994.56
WFAgg-EAttack=No attack2024.0994.56
Alt-WFAggAttack=SF2024.0994.56
Multi-KrumAttack=No attack2024.0994.44
ClusteringAttack=No attack2024.0994.44
WFAgg-CAttack=IPM-1002024.0994.44
WFAgg-TAttack=No attack2024.0994.44
KrumAttack=SF2024.0994.33
Multi-KrumAttack=SF2024.0994.33
KrumAttack=LF2024.0994.22
WFAgg-TAttack=LF2024.0994.22
WFAgg-TAttack=IPM-0.52024.0994.22
MeanAttack=ALIE2024.0994.11
Trimmed-MeanAttack=IPM-0.52024.0994.11
KrumAttack=No attack2024.0993.78
WFAgg-DAttack=IPM-1002024.0993.67
WFAgg-TAttack=SF2024.0993.67
WFAgg-DAttack=IPM-0.52024.0993.56
MeanAttack=IPM-0.52024.0993.44
MedianAttack=LF2024.0993.33
WFAgg-EAttack=IPM-0.52024.0993.11
MedianAttack=Noise2024.0993
MedianAttack=SF2024.0992.89
WFAgg-EAttack=SF2024.0992.78
Alt-WFAggAttack=LF2024.0992.78
MeanAttack=LF2024.0992.33
MedianAttack=ALIE2024.0992.33
MeanAttack=SF2024.0992.11
Trimmed-MeanAttack=SF2024.0992
MedianAttack=IPM-1002024.0992
Multi-KrumAttack=Noise2024.0992
ClusteringAttack=LF2024.0990.67
MedianAttack=IPM-0.52024.0989.22
Multi-KrumAttack=IPM-0.52024.0987.11
Trimmed-MeanAttack=LF2024.0985.11
Alt-WFAggAttack=Noise2024.0956.78
WFAgg-CAttack=Noise2024.0914.22
MeanAttack=Noise2024.0910.89
Trimmed-MeanAttack=Noise2024.0910.89
WFAgg-EAttack=Noise2024.0910.44
KrumAttack=IPM-0.52024.0910.22
WFAgg-TAttack=Noise2024.0910.22
MeanAttack=IPM-1002024.0910.11
Trimmed-MeanAttack=IPM-1002024.0910.11
WFAgg-TAttack=IPM-1002024.0910.11
WFAgg-EAttack=IPM-1002024.0910.11
ClusteringAttack=Noise2024.099.93