Node Classification on CORA poisoning (Misclassification Rate)
6.93Misclassification RateL1D-RND
Evaluation Results
| Method | Links | |
|---|---|---|
| L1D-RNDVictim Model=GNNGuard, Budget=12026.05 | 6.93 | |
| PGDVictim Model=GNNGuard, Budget=12026.05 | 6.93 | |
| FGAVictim Model=GNNGuard, Budget=12026.05 | 7.47 | |
| NETTACKVictim Model=GNNGuard, Budget=12026.05 | 7.47 | |
| PR-BCD (NA)Victim Model=GNNGuard, Budget=12026.05 | 8.93 | |
| SGAVictim Model=GNNGuard, Budget=12026.05 | 9.6 | |
| GOttackVictim Model=GNNGuard, Budget=12026.05 | 10.27 | |
| L1D-RNDVictim Model=GCN, Budget=12026.05 | 15.47 | |
| SGAVictim Model=GCN, Budget=12026.05 | 29.33 | |
| FGAVictim Model=GCN, Budget=12026.05 | 30 | |
| PGDVictim Model=GCN, Budget=12026.05 | 31.73 | |
| PR-BCD (NA)Victim Model=GCN, Budget=12026.05 | 32.8 | |
| GOttackVictim Model=GCN, Budget=12026.05 | 33.33 | |
| NETTACKVictim Model=GCN, Budget=12026.05 | 33.47 |