Backdoor Defense on Flickr
0ASRABL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ABLAttack=GTA2026.05 | 0 | 41.18 | |
| PruneAttack=GTA2026.05 | 0 | 41.99 | |
| ODAttack=GTA2026.05 | 0 | 42.64 | |
| RIGBDAttack=GTA2026.05 | 0 | 44.51 | |
| CoGBDAttack=GTA2026.05 | 0 | 45.36 | |
| GNNGuardAttack=UGBA2026.05 | 0 | 43.88 | |
| ABLAttack=UGBA2026.05 | 0 | 40.89 | |
| ODAttack=UGBA2026.05 | 0 | 41.2 | |
| RIGBDAttack=UGBA2026.05 | 0 | 44.87 | |
| CoGBDAttack=UGBA2026.05 | 0 | 44.36 | |
| CoGBDAttack=DPGBA2026.05 | 0 | 43.19 | |
| CoGBDAttack=SPEAR2026.05 | 0 | 43.62 | |
| GNNGuardAttack=GTA2026.05 | 3.6 | 44.99 | |
| RIGBDAttack=DPGBA2026.05 | 9.81 | 43.23 | |
| ABLAttack=SPEAR2026.05 | 20 | 40.9 | |
| RSAttack=UGBA2026.05 | 27.43 | 41.27 | |
| RSAttack=GTA2026.05 | 40.83 | 41.55 | |
| GNNGuardAttack=SPEAR2026.05 | 44.86 | 44.29 | |
| ODAttack=SPEAR2026.05 | 90.39 | 40.7 | |
| PruneAttack=DPGBA2026.05 | 91.67 | 43.78 | |
| RobustGCNAttack=UGBA2026.05 | 92.32 | 40.7 | |
| GNNGuardAttack=DPGBA2026.05 | 92.85 | 44.57 | |
| ABLAttack=DPGBA2026.05 | 94.8 | 41.24 | |
| PruneAttack=SPEAR2026.05 | 95.89 | 42.01 | |
| RSAttack=SPEAR2026.05 | 96.78 | 41.23 | |
| RSAttack=DPGBA2026.05 | 97.31 | 42.1 | |
| GCNAttack=UGBA2026.05 | 98.83 | 43.61 | |
| PruneAttack=UGBA2026.05 | 98.95 | 41.82 | |
| ODAttack=DPGBA2026.05 | 99.29 | 44.53 | |
| RobustGCNAttack=GTA2026.05 | 99.82 | 41.03 | |
| GCNAttack=DPGBA2026.05 | 99.98 | 44.14 | |
| RIGBDAttack=SPEAR2026.05 | 99.99 | 43.53 | |
| GCNAttack=GTA2026.05 | 100 | 45.44 | |
| RobustGCNAttack=DPGBA2026.05 | 100 | 41.43 | |
| GCNAttack=SPEAR2026.05 | 100 | 44.33 | |
| RobustGCNAttack=SPEAR2026.05 | 100 | 40.8 |