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Backdoor Defense on Pubmed

0ASR

CoGBD

Updated 2mo ago

Evaluation Results

Method	Links
CoGBD 2026.05		0	85.47
CoGBD 2026.05		0.89	85.2
CoGBD 2026.05		1.12	84.33
RIGBD 2026.05		1.61	83.67
RIGBD 2026.05		2.3	84.56
CoGBD 2026.05		7.27	84.76
RIGBD 2026.05		11.76	84.51
GNNGuard 2026.05		19.95	80.02
Prune 2026.05		21.88	84.91
OD 2026.05		23.45	84.93
GNNGuard 2026.05		27.22	79.62
ABL 2026.05		28.75	84.72
OD 2026.05		40	85.28
Prune 2026.05		40.71	84.39
RS 2026.05		50.55	84.4
ABL 2026.05		50.68	84.51
RS 2026.05		52.63	84.46
RS 2026.05		64.62	82.99
GNNGuard 2026.05		70.12	81.48
RS 2026.05		87.1	84.68
RIGBD 2026.05		89.95	85.41
OD 2026.05		90.01	85.41
RobustGCN 2026.05		91.45	85.54
GCN 2026.05		92.84	84.91
ABL 2026.05		93.12	84.58
RobustGCN 2026.05		94.14	85.48
Prune 2026.05		95.38	85
GNNGuard 2026.05		96.08	81.73
GCN 2026.05		97.4	84.59
RobustGCN 2026.05		97.57	84.97
GCN 2026.05		99.03	83.62
GCN 2026.05		99.52	85.13
OD 2026.05		99.59	84.37
ABL 2026.05		99.65	82.25
RobustGCN 2026.05		100	85.47
Prune 2026.05		100	85.21