Poisoning Defense in U-shape Split Learning on ImageNette
64AccuracySecureSplit
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SecureSplitDefense=SecureSplit2026.01 | 64 | 6 | |
| No defenseDefense=None2026.01 | 62 | 72 | |
| ANPDefense=ANP2026.01 | 61 | 42 | |
| DPDefense=DP2026.01 | 60 | 44 | |
| SafeSplitDefense=SafeSplit2026.01 | 60 | 15 | |
| MPDefense=MP2026.01 | 59 | 62 | |
| TrMeanDefense=TrMean2026.01 | 57 | 49 | |
| HDBSCANDefense=HDBSCAN2026.01 | 56 | 52 | |
| VFLIPDefense=VFLIP2026.01 | 53 | 29 | |
| Multi-KrumDefense=Multi-Krum2026.01 | 52 | 39 |