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ResearchFormerly WizWand

Node Classification on CORA evasion

6.27Misclassification RateL1D-RND
5.235612.217819.226.1822May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
L1D-RNDVictim Model=GNNGuard, Budget=12026.056.27
FGAVictim Model=GNNGuard, Budget=12026.056.67
NETTACKVictim Model=GNNGuard, Budget=12026.056.8
PGDVictim Model=GNNGuard, Budget=12026.056.8
PR-BCD (NA)Victim Model=GNNGuard, Budget=12026.058.13
SGAVictim Model=GNNGuard, Budget=12026.058.4
GOttackVictim Model=GNNGuard, Budget=12026.058.4
L1D-RNDVictim Model=GCN, Budget=12026.0513.2
SGAVictim Model=GCN, Budget=12026.0526.27
FGAVictim Model=GCN, Budget=12026.0527.87
GOttackVictim Model=GCN, Budget=12026.0528.53
PGDVictim Model=GCN, Budget=12026.0529.33
NETTACKVictim Model=GCN, Budget=12026.0529.6
PR-BCD (NA)Victim Model=GCN, Budget=12026.0532.13