Poisoning Defense in U-shape Split Learning on CINIC-10
67AccuracySecureSplit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SecureSplitDefense=SecureSplit2026.01 | 67 | 8 | |
| No defenseDefense=None2026.01 | 65 | 87 | |
| ANPDefense=ANP2026.01 | 60 | 39 | |
| SafeSplitDefense=SafeSplit2026.01 | 60 | 27 | |
| HDBSCANDefense=HDBSCAN2026.01 | 58 | 70 | |
| DPDefense=DP2026.01 | 58 | 57 | |
| MPDefense=MP2026.01 | 58 | 49 | |
| TrMeanDefense=TrMean2026.01 | 55 | 37 | |
| Multi-KrumDefense=Multi-Krum2026.01 | 54 | 29 | |
| VFLIPDefense=VFLIP2026.01 | 52 | 18 |