Membership Inference Attack Defense on TinyImageNet (Half) benchmark leaderboard · SOTA2 Research

Membership Inference Attack Defense on TinyImageNet (Half)

0.52LossCoFedMID

Evaluation Results

Method	Links
CoFedMID2026.01		0.52	0.51	0.5	0.53	0.56	0.55	0.61	0.52	-0.02
DPSGD2026.01		0.53	0.54	0.53	0.53	0.59	0.51	0.86	0.55	-0.25
Mixup2026.01		0.53	0.57	0.56	0.55	0.58	0.52	0.92	0.56	-0.09
HAMP2026.01		0.53	0.5	0.64	0.5	0.58	0.52	0.99	0.58	-0.11
GradNoise2026.01		0.6	0.71	0.66	0.67	0.5	0.68	0.95	0.68	-0.02
RelaxLoss2026.01		0.64	0.73	0.77	0.81	0.55	0.72	0.97	0.74	-0.02
GradSparse2026.01		0.65	0.78	0.78	0.82	0.54	0.71	0.97	0.75	0