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Backdoor Defense on CIFAR-10 (AER/ERA Metrics)

10.9ERA (r=0)

RAB

Updated 4d ago

Evaluation Results

Method	Links
RAB 2025.04		10.9	-	6.8	3.6	1.2	0.1	0	0	0	0.04	-	-	-	-	-	-	-	-
RAB 2025.04		11.8	-	6.9	3.6	1.2	0	0	0	0	0.04	-	-	-	-	-	-	-	-
RAB 2025.04		12.6	-	0	0	0	0	0	0	0	0.04	-	-	-	-	-	-	-	-
Cert-SSBD 2025.04		47.7	-	36.9	29.5	21.3	9.65	0	0	0	0.29	-	-	-	-	-	-	-	-
Cert-SSBD 2025.04		48.65	-	42.6	35.05	19.5	0.1	0	0	0	0.3	-	-	-	-	-	-	-	-
Cert-SSBD 2025.04		51.55	-	38.65	26.3	10.2	1.75	0.1	0	0	0.24	-	-	-	-	-	-	-	-
Cert-SSBD 2025.04		86.15	0.64	73.4	61.55	46.55	27.25	0.05	0	0	-	-	-	-	-	-	-	-	-
Cert-SSBD 2025.04		86.4	0.65	70.3	59.5	43.55	20.9	1.6	0	0	-	-	-	-	-	-	-	-	-
Cert-SSBD 2025.04		86.55	0.62	71.9	60.75	46.3	26.1	11.5	1.45	0	-	-	-	-	-	-	-	-	-
RAB 2025.04		87.8	0.55	69.7	56.7	38.3	16.55	2.6	0	0	-	-	-	-	-	-	-	-	-
RAB 2025.04		88	0.56	69.8	56.25	36.95	15	2.35	0	0	-	-	-	-	-	-	-	-	-
RAB 2025.04		88.7	0.56	69.5	55.7	36.6	14.15	2.25	0.05	0	-	-	-	-	-	-	-	-	-
RAB 2025.04		-	-	-	-	-	-	-	-	-	0.32	48.3	39.4	30.4	20.05	8.35	0.55	0	0
Cert-SSBD 2025.04		-	-	-	-	-	-	-	-	-	0.33	52.65	41.6	34.65	21.3	3.5	0	0	0
RAB 2025.04		-	-	-	-	-	-	-	-	-	0.33	48.9	41	32.05	21.35	9.65	0.65	0	0
Cert-SSBD 2025.04		-	-	-	-	-	-	-	-	-	0.35	56.55	44	35.9	26.3	10.3	0	0	0
RAB 2025.04		-	-	-	-	-	-	-	-	-	0.32	48.4	40.7	31.55	20.75	8.9	0.65	0	0
Cert-SSBD 2025.04		-	-	-	-	-	-	-	-	-	0.32	58.55	42.05	35.3	24.7	0.95	0	0	0