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ResearchFormerly WizWand

Backdoor Defense on Cora

0ASRCoGBD
-4235077May 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CoGBDAttack=GTA2026.05083.48
ODAttack=UGBA2026.05083.33
CoGBDAttack=UGBA2026.05084.3
CoGBDAttack=DPGBA2026.05084.67
CoGBDAttack=SPEAR2026.05083.41
RIGBDAttack=GTA2026.059.7484.74
RIGBDAttack=DPGBA2026.0512.482.96
RIGBDAttack=UGBA2026.0513.2184
PruneAttack=GTA2026.0520.5982.52
PruneAttack=DPGBA2026.0520.8180.44
GNNGuardAttack=UGBA2026.0528.4177.41
ABLAttack=GTA2026.0531.3781.19
GNNGuardAttack=GTA2026.0538.9777.26
RSAttack=UGBA2026.0549.376.96
RSAttack=DPGBA2026.0551.7374.89
GNNGuardAttack=SPEAR2026.0552.5579.63
RSAttack=GTA2026.0552.9975.56
ABLAttack=UGBA2026.0555.1383.11
ODAttack=GTA2026.0559.5682.81
RIGBDAttack=SPEAR2026.0562.2883.88
RSAttack=SPEAR2026.0585.6176.22
RobustGCNAttack=UGBA2026.0588.1982.37
GNNGuardAttack=DPGBA2026.0589.3778.07
RobustGCNAttack=SPEAR2026.0590.7781.41
ODAttack=DPGBA2026.0594.181.78
GCNAttack=DPGBA2026.0596.6182.37
ABLAttack=DPGBA2026.0596.979.85
ABLAttack=SPEAR2026.0597.1283.93
GCNAttack=SPEAR2026.0597.2784.07
PruneAttack=UGBA2026.0597.3482
RobustGCNAttack=DPGBA2026.0597.5680.22
ODAttack=SPEAR2026.0599.4183.63
PruneAttack=SPEAR2026.0599.5681.85
GCNAttack=UGBA2026.0599.6382.15
GCNAttack=GTA2026.0599.7882.74
RobustGCNAttack=GTA2026.0510082.52