Optimization on Synthetic quartic function
5.8Gradient Norm (\u00d7 10^-6)Byz-NSGDM
Evaluation results
| Method | Links | |
|---|---|---|
| Byz-NSGDMAttack=Mimic, Aggregator=Krum2026.03 | 5.8 | |
| Byz-NSGDMAttack=Mimic, Aggregator=CM2026.03 | 5.9 | |
| Byz-NSGDMAttack=Mimic, Aggregator=RFA2026.03 | 6.3 | |
| Byz-NSGDMAttack=BF, Aggregator=Krum2026.03 | 7 | |
| Byz-NSGDMAttack=BF, Aggregator=RFA2026.03 | 7.3 | |
| Byz-NSGDMAttack=ALIE, Aggregator=Krum2026.03 | 7.6 | |
| Byz-NSGDMAttack=BF, Aggregator=CM2026.03 | 7.7 | |
| Byz-NSGDMAttack=ALIE, Aggregator=RFA2026.03 | 7.7 | |
| Byz-NSGDMAttack=ALIE, Aggregator=CM2026.03 | 7.8 | |
| BaseAttack=Mimic, Aggregator=Krum2026.03 | 12.7 | |
| BaseAttack=ALIE, Aggregator=Krum2026.03 | 12.7 | |
| BaseAttack=ALIE, Aggregator=CM2026.03 | 12.7 | |
| BaseAttack=BF, Aggregator=RFA2026.03 | 12.8 | |
| BaseAttack=ALIE, Aggregator=RFA2026.03 | 12.8 | |
| BaseAttack=BF, Aggregator=CM2026.03 | 13 | |
| BaseAttack=Mimic, Aggregator=RFA2026.03 | 13.1 | |
| BaseAttack=Mimic, Aggregator=CM2026.03 | 13.1 | |
| BaseAttack=BF, Aggregator=Krum2026.03 | 14 | |
| DecayAttack=ALIE, Aggregator=CM2026.03 | 28.3 | |
| DecayAttack=ALIE, Aggregator=Krum2026.03 | 28.6 | |
| DecayAttack=BF, Aggregator=RFA2026.03 | 38.2 | |
| DecayAttack=BF, Aggregator=CM2026.03 | 64.1 | |
| DecayAttack=Mimic, Aggregator=CM2026.03 | 64.1 | |
| DecayAttack=ALIE, Aggregator=RFA2026.03 | 82.6 | |
| DecayAttack=BF, Aggregator=Krum2026.03 | 84.5 | |
| DecayAttack=Mimic, Aggregator=Krum2026.03 | 93.7 | |
| DecayAttack=Mimic, Aggregator=RFA2026.03 | 193 |