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ResearchFormerly WizWand

Node Classification on Cora (CA and ASR)

0.09Attack Success RatePRAETORIAN
-3.84622.72249.2975.858May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PRAETORIANAttack=SBA2026.050.0984.3
PRAETORIANAttack=DPGBA2026.050.1781.85
PRAETORIANAttack=GTA2026.050.4476.89
PRAETORIANAttack=UGBA2026.050.8981.93
GNNGuardAttack=UGBA2026.0513.1674.22
GNNGuardAttack=DPGBA2026.0518.0978.9
SPAttack=SBA2026.0519.2982.96
RIGBDAttack=SBA2026.0522.8483.11
GNNGuardAttack=GTA2026.0527.7778.89
GNNGuardAttack=SBA2026.0532.0978.74
ODAttack=SBA2026.0545.0783.33
No DefenseAttack=SBA2026.0549.7883.11
ODAttack=UGBA2026.0557.4281.41
RIGBDAttack=GTA2026.0557.6977.41
SPAttack=GTA2026.0558.472.07
RIGBDAttack=DPGBA2026.0575.4881.85
SPAttack=DPGBA2026.0591.7481.04
RIGBDAttack=UGBA2026.0592.5379.56
No DefenseAttack=UGBA2026.0594.1379.19
ODAttack=DPGBA2026.0594.1780.67
SPAttack=UGBA2026.0594.3180.3
No DefenseAttack=DPGBA2026.0594.3580.67
No DefenseAttack=GTA2026.0597.8775.85
ODAttack=GTA2026.0598.4972.37