Poisoning Defense in U-shape Split Learning on MNIST
98AccuracySecureSplit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SecureSplitDefense=SecureSplit2026.01 | 98 | 5 | |
| SafeSplitDefense=SafeSplit2026.01 | 97 | 23 | |
| No defenseDefense=None2026.01 | 95 | 92 | |
| ANPDefense=ANP2026.01 | 93 | 22 | |
| TrMeanDefense=TrMean2026.01 | 91 | 55 | |
| HDBSCANDefense=HDBSCAN2026.01 | 90 | 44 | |
| MPDefense=MP2026.01 | 90 | 25 | |
| DPDefense=DP2026.01 | 88 | 39 | |
| Multi-KrumDefense=Multi-Krum2026.01 | 86 | 37 | |
| VFLIPDefense=VFLIP2026.01 | 86 | 16 |