Node Classification on PUBMED evasion
2.53Misclassification RatePGD
Evaluation results
| Method | Links | |
|---|---|---|
| PGDVictim Model=GNNGuard, Budget=12026.05 | 2.53 | |
| NETTACKVictim Model=GNNGuard, Budget=12026.05 | 2.93 | |
| GOttackVictim Model=GNNGuard, Budget=12026.05 | 3.07 | |
| SGAVictim Model=GNNGuard, Budget=12026.05 | 3.47 | |
| FGAVictim Model=GNNGuard, Budget=12026.05 | 3.6 | |
| PR-BCD (NA)Victim Model=GNNGuard, Budget=12026.05 | 4.27 | |
| L1D-RNDVictim Model=GNNGuard, Budget=12026.05 | 6.53 | |
| L1D-RNDVictim Model=GCN, Budget=12026.05 | 10.93 | |
| PR-BCD (NA)Victim Model=GCN, Budget=12026.05 | 29.6 | |
| NETTACKVictim Model=GCN, Budget=12026.05 | 33.73 | |
| PGDVictim Model=GCN, Budget=12026.05 | 34.13 | |
| SGAVictim Model=GCN, Budget=12026.05 | 34.27 | |
| FGAVictim Model=GCN, Budget=12026.05 | 35.6 | |
| GOttackVictim Model=GCN, Budget=12026.05 | 35.87 |