Backdoor Defense on SVHN (test)
87Model Accuracy (MA)ProtoGuard-SL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtoGuard-SLAttack=VILLAIN attack2026.04 | 87 | 5 | |
| ProtoGuard-SLAttack=SplitNN attack2026.04 | 85 | 7 | |
| ProtoGuard-SLAttack=BadVFL2026.04 | 85 | 4 | |
| No defenseAttack=VILLAIN attack2026.04 | 83 | 95 | |
| MPAttack=VILLAIN attack2026.04 | 82 | 88 | |
| No defenseAttack=SplitNN attack2026.04 | 80 | 95 | |
| DPAttack=VILLAIN attack2026.04 | 80 | 91 | |
| MPAttack=BadVFL2026.04 | 80 | 77 | |
| ANPAttack=VILLAIN attack2026.04 | 80 | 75 | |
| No defenseAttack=BadVFL2026.04 | 78 | 94 | |
| DPAttack=SplitNN attack2026.04 | 78 | 93 | |
| DPAttack=BadVFL2026.04 | 78 | 84 | |
| ANPAttack=SplitNN attack2026.04 | 77 | 69 | |
| VFLIPAttack=VILLAIN attack2026.04 | 76 | 29 | |
| VFLIPAttack=SplitNN attack2026.04 | 75 | 33 | |
| MPAttack=SplitNN attack2026.04 | 74 | 82 | |
| ANPAttack=BadVFL2026.04 | 74 | 72 | |
| VFLIPAttack=BadVFL2026.04 | 69 | 27 |