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Membership Inference Attack Defense on CIFAR100 non-iid (test)

0.89Loss-Series AUC

None

Updated 4d ago

Evaluation Results

Method	Links
None 2026.01		0.89	49.91	0.94	57.36	0.95	75.47	0.95	76.01	0.49	4.52	0.61	0.4	1	63.77	38
None 2026.01		0.84	34.52	0.89	35.19	0.91	52.07	0.92	58.57	0.56	3.28	0.69	0.6	0.99	62.01	45
None 2026.01		0.71	19.32	0.78	10.69	0.82	19.47	0.85	26.51	0.68	6.84	0.79	1.2	0.98	32.93	47
CoFedMID 2026.01		0.7	11.62	0.54	3.06	0.77	2.18	0.66	0.21	0.45	3.32	0.54	0.12	0.58	0.46	37
None 2026.01		0.66	10.82	0.8	6	0.79	4.74	0.83	12.64	0.74	0	0.8	4.96	0.92	11.8	46
CoFedMID 2026.01		0.59	6.93	0.56	3.01	0.66	1.79	0.64	2.3	0.45	0	0.54	0.16	0.52	0.4	42
CoFedMID 2026.01		0.48	3.82	0.52	2.11	0.5	1.47	0.59	3.53	0.47	0	0.57	1.36	0.54	0.03	45
CoFedMID 2026.01		0.46	2.62	0.5	1.8	0.5	0.5	0.57	3.04	0.5	0.6	0.58	0.56	0.5	0	45