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ResearchFormerly WizWand

Node Classification on CITESEER evasion

3.07Misclassification RatePGD
1.811610.305818.827.2942May 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PGDVictim Model=GNNGuard, Budget=12026.053.07
PR-BCD (NA)Victim Model=GNNGuard, Budget=12026.053.07
FGAVictim Model=GNNGuard, Budget=12026.053.33
SGAVictim Model=GNNGuard, Budget=12026.054
L1D-RNDVictim Model=GNNGuard, Budget=12026.054.67
NETTACKVictim Model=GNNGuard, Budget=12026.054.67
GOttackVictim Model=GNNGuard, Budget=12026.054.67
L1D-RNDVictim Model=GCN, Budget=12026.0515.2
SGAVictim Model=GCN, Budget=12026.0523.47
FGAVictim Model=GCN, Budget=12026.0525.47
PGDVictim Model=GCN, Budget=12026.0525.47
GOttackVictim Model=GCN, Budget=12026.0525.6
NETTACKVictim Model=GCN, Budget=12026.0528.13
PR-BCD (NA)Victim Model=GCN, Budget=12026.0534.53