Image Classification on MNIST Decentralized 1 m.n. (test)
97.23AccuracyMulti-Krum
Evaluation Results
| Method | Links | |
|---|---|---|
| Multi-KrumAttack=ALIE2024.09 | 97.23 | |
| Multi-KrumAttack=SF2024.09 | 97.17 | |
| WFAggAttack=SF2024.09 | 97.13 | |
| WFAgg-DAttack=No attack2024.09 | 97.1 | |
| WFAgg-CAttack=ALIE2024.09 | 97.1 | |
| WFAgg-EAttack=No attack2024.09 | 97.1 | |
| Alt-WFAggAttack=No attack2024.09 | 97.1 | |
| MeanAttack=LF2024.09 | 97.07 | |
| WFAgg-DAttack=IPM-1002024.09 | 97.07 | |
| WFAggAttack=ALIE2024.09 | 97.03 | |
| Multi-KrumAttack=No attack2024.09 | 97 | |
| Multi-KrumAttack=LF2024.09 | 96.97 | |
| MeanAttack=ALIE2024.09 | 96.93 | |
| KrumAttack=ALIE2024.09 | 96.93 | |
| Multi-KrumAttack=IPM-1002024.09 | 96.93 | |
| WFAggAttack=LF2024.09 | 96.93 | |
| WFAggAttack=IPM-1002024.09 | 96.93 | |
| MeanAttack=No attack2024.09 | 96.9 | |
| WFAgg-DAttack=SF2024.09 | 96.9 | |
| WFAgg-CAttack=No attack2024.09 | 96.9 | |
| WFAgg-CAttack=IPM-0.52024.09 | 96.9 | |
| WFAgg-EAttack=LF2024.09 | 96.9 | |
| Alt-WFAggAttack=IPM-0.52024.09 | 96.9 | |
| WFAgg-DAttack=LF2024.09 | 96.87 | |
| Alt-WFAggAttack=SF2024.09 | 96.87 | |
| Trimmed-MeanAttack=ALIE2024.09 | 96.83 | |
| Alt-WFAggAttack=ALIE2024.09 | 96.83 | |
| WFAgg-DAttack=IPM-0.52024.09 | 96.8 | |
| WFAgg-CAttack=LF2024.09 | 96.8 | |
| WFAgg-TAttack=ALIE2024.09 | 96.8 | |
| Trimmed-MeanAttack=No attack2024.09 | 96.77 | |
| ClusteringAttack=ALIE2024.09 | 96.77 | |
| MedianAttack=SF2024.09 | 96.733 | |
| MedianAttack=No attack2024.09 | 96.73 | |
| MedianAttack=Noise2024.09 | 96.73 | |
| ClusteringAttack=No attack2024.09 | 96.73 | |
| Alt-WFAggAttack=Noise2024.09 | 96.73 | |
| Alt-WFAggAttack=IPM-1002024.09 | 96.73 | |
| WFAggAttack=IPM-0.52024.09 | 96.7 | |
| MedianAttack=ALIE2024.09 | 96.67 | |
| KrumAttack=SF2024.09 | 96.67 | |
| Multi-KrumAttack=Noise2024.09 | 96.67 | |
| WFAgg-DAttack=ALIE2024.09 | 96.67 | |
| ClusteringAttack=SF2024.09 | 96.63 | |
| WFAgg-CAttack=IPM-1002024.09 | 96.63 | |
| ClusteringAttack=IPM-1002024.09 | 96.57 | |
| WFAgg-EAttack=ALIE2024.09 | 96.57 | |
| Alt-WFAggAttack=LF2024.09 | 96.57 | |
| WFAggAttack=Noise2024.09 | 96.57 | |
| MedianAttack=LF2024.09 | 96.53 | |
| WFAgg-DAttack=Noise2024.09 | 96.53 | |
| KrumAttack=No attack2024.09 | 96.47 | |
| ClusteringAttack=IPM-0.52024.09 | 96.43 | |
| WFAggAttack=No attack2024.09 | 96.4 | |
| MedianAttack=IPM-1002024.09 | 96.33 | |
| Trimmed-MeanAttack=IPM-0.52024.09 | 96.3 | |
| WFAgg-CAttack=SF2024.09 | 96.3 | |
| WFAgg-TAttack=No attack2024.09 | 96.3 | |
| KrumAttack=Noise2024.09 | 96.23 | |
| WFAgg-TAttack=LF2024.09 | 96.13 | |
| WFAgg-EAttack=IPM-0.52024.09 | 96.1 | |
| MeanAttack=IPM-0.52024.09 | 96.07 | |
| WFAgg-EAttack=SF2024.09 | 96.03 | |
| WFAgg-TAttack=IPM-0.52024.09 | 95.97 | |
| Trimmed-MeanAttack=LF2024.09 | 95.83 | |
| KrumAttack=IPM-1002024.09 | 95.83 | |
| MeanAttack=SF2024.09 | 95.77 | |
| Trimmed-MeanAttack=SF2024.09 | 95.7 | |
| MedianAttack=IPM-0.52024.09 | 95.7 | |
| KrumAttack=LF2024.09 | 95.53 | |
| WFAgg-TAttack=SF2024.09 | 95.4 | |
| Multi-KrumAttack=IPM-0.52024.09 | 95.33 | |
| ClusteringAttack=LF2024.09 | 95.3 | |
| WFAgg-CAttack=Noise2024.09 | 77.97 | |
| MeanAttack=Noise2024.09 | 12 | |
| Trimmed-MeanAttack=Noise2024.09 | 11.97 | |
| KrumAttack=IPM-0.52024.09 | 11.57 | |
| WFAgg-TAttack=Noise2024.09 | 11.57 | |
| WFAgg-EAttack=Noise2024.09 | 11.13 | |
| MeanAttack=IPM-1002024.09 | 10.5 | |
| Trimmed-MeanAttack=IPM-1002024.09 | 10.5 | |
| WFAgg-TAttack=IPM-1002024.09 | 10.5 | |
| WFAgg-EAttack=IPM-1002024.09 | 10.5 | |
| ClusteringAttack=Noise2024.09 | 10.44 |