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Backdoor Defense on MNIST

87AER

Cert-SSBD

Updated 4d ago

Evaluation Results

Method	Links
Cert-SSBD 2025.04		87	46.29	46.24	46.24	46.1	46.01	45.91	45.67	43.88
Cert-SSBD 2025.04		87	46.34	46.29	46.24	46.19	45.96	45.91	45.63	44.3
Cert-SSBD 2025.04		84	46.29	46.24	46.24	46.1	45.96	45.91	45.2	42.88
Cert-SSBD 2025.04		77	4,634	4,624	4,615	4,596	4,591	45.34	43.36	6.71
Cert-SSBD 2025.04		77	4,629	4,624	4,610	4,596	4,582	45.34	42.93	5.39
Cert-SSBD 2025.04		76	4,629	4,624	4,605	4,591	4,586	45.01	42.36	4.49
RAB 2025.04		69	46.37	46.24	46.1	45.01	45.91	45.49	42.51	0
RAB 2025.04		69	46.34	46.24	46.1	45.01	45.91	45.49	42.46	0
RAB 2025.04		68	46.34	46.24	46.1	46.72	45.91	45.63	41.23	0
Cert-SSBD 2025.04		1.7	99.95	99.86	99.76	99.72	99.2	98.72	72.15	42.84
Cert-SSBD 2025.04		1.69	99.95	99.86	99.72	99.57	99.2	98.63	81.94	42.98
Cert-SSBD 2025.04		1.65	99.95	99.91	99.81	99.62	99.34	98.82	86.53	42.98
RAB 2025.04		1.49	99.95	99.86	99.72	99.39	99.01	97.78	56.12	0
RAB 2025.04		1.48	100	99.91	99.76	99.43	99.05	97.73	55.79	0
RAB 2025.04		1.46	100	99.86	99.67	99.39	99.05	97.35	42.03	0
RAB 2025.04		1	19	14	10	10	10	0	0	0
RAB 2025.04		1	52	52	52	42.6	28	0.14	0.14	0
RAB 2025.04		0	10	10	0	0	0	0	0	0