Node Classification on Cora (CA and ASR)
0.09Attack Success RatePRAETORIAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRAETORIANAttack=SBA2026.05 | 0.09 | 84.3 | |
| PRAETORIANAttack=DPGBA2026.05 | 0.17 | 81.85 | |
| PRAETORIANAttack=GTA2026.05 | 0.44 | 76.89 | |
| PRAETORIANAttack=UGBA2026.05 | 0.89 | 81.93 | |
| GNNGuardAttack=UGBA2026.05 | 13.16 | 74.22 | |
| GNNGuardAttack=DPGBA2026.05 | 18.09 | 78.9 | |
| SPAttack=SBA2026.05 | 19.29 | 82.96 | |
| RIGBDAttack=SBA2026.05 | 22.84 | 83.11 | |
| GNNGuardAttack=GTA2026.05 | 27.77 | 78.89 | |
| GNNGuardAttack=SBA2026.05 | 32.09 | 78.74 | |
| ODAttack=SBA2026.05 | 45.07 | 83.33 | |
| No DefenseAttack=SBA2026.05 | 49.78 | 83.11 | |
| ODAttack=UGBA2026.05 | 57.42 | 81.41 | |
| RIGBDAttack=GTA2026.05 | 57.69 | 77.41 | |
| SPAttack=GTA2026.05 | 58.4 | 72.07 | |
| RIGBDAttack=DPGBA2026.05 | 75.48 | 81.85 | |
| SPAttack=DPGBA2026.05 | 91.74 | 81.04 | |
| RIGBDAttack=UGBA2026.05 | 92.53 | 79.56 | |
| No DefenseAttack=UGBA2026.05 | 94.13 | 79.19 | |
| ODAttack=DPGBA2026.05 | 94.17 | 80.67 | |
| SPAttack=UGBA2026.05 | 94.31 | 80.3 | |
| No DefenseAttack=DPGBA2026.05 | 94.35 | 80.67 | |
| No DefenseAttack=GTA2026.05 | 97.87 | 75.85 | |
| ODAttack=GTA2026.05 | 98.49 | 72.37 |