Node Classification on CITESEER evasion
3.07Misclassification RatePGD
Evaluation Results
| Method | Links | |
|---|---|---|
| PGDVictim Model=GNNGuard, Budget=12026.05 | 3.07 | |
| PR-BCD (NA)Victim Model=GNNGuard, Budget=12026.05 | 3.07 | |
| FGAVictim Model=GNNGuard, Budget=12026.05 | 3.33 | |
| SGAVictim Model=GNNGuard, Budget=12026.05 | 4 | |
| L1D-RNDVictim Model=GNNGuard, Budget=12026.05 | 4.67 | |
| NETTACKVictim Model=GNNGuard, Budget=12026.05 | 4.67 | |
| GOttackVictim Model=GNNGuard, Budget=12026.05 | 4.67 | |
| L1D-RNDVictim Model=GCN, Budget=12026.05 | 15.2 | |
| SGAVictim Model=GCN, Budget=12026.05 | 23.47 | |
| FGAVictim Model=GCN, Budget=12026.05 | 25.47 | |
| PGDVictim Model=GCN, Budget=12026.05 | 25.47 | |
| GOttackVictim Model=GCN, Budget=12026.05 | 25.6 | |
| NETTACKVictim Model=GCN, Budget=12026.05 | 28.13 | |
| PR-BCD (NA)Victim Model=GCN, Budget=12026.05 | 34.53 |