Poisoning Defense in U-shape Split Learning on CIFAR-10
68AccuracySecureSplit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SecureSplitDefense=SecureSplit2026.01 | 68 | 4 | |
| No defenseDefense=None2026.01 | 67 | 94 | |
| SafeSplitDefense=SafeSplit2026.01 | 66 | 32 | |
| HDBSCANDefense=HDBSCAN2026.01 | 64 | 39 | |
| MPDefense=MP2026.01 | 64 | 38 | |
| DPDefense=DP2026.01 | 62 | 57 | |
| TrMeanDefense=TrMean2026.01 | 59 | 66 | |
| ANPDefense=ANP2026.01 | 59 | 44 | |
| Multi-KrumDefense=Multi-Krum2026.01 | 57 | 58 | |
| VFLIPDefense=VFLIP2026.01 | 56 | 38 |