Membership Inference Attack on CIFAR-100 (test, ℓ∞ ≤ 4.0/255) benchmark leaderboard · SOTA2 Research

Membership Inference Attack on CIFAR-100 (test, ℓ∞ ≤ 4.0/255)

0.8285AUCAdversarially Robust RMIA

Evaluation Results

Method	Links
Adversarially Robust RMIA2026.04		0.8285	27.62	25.85	34.9	43.55	60.15
Adversarially Robust RMIA2026.04		0.8277	27.52	25.7	34.75	43.4	60.35
Adversarially Robust RMIA2026.04		0.8265	27.5	25.45	34.45	43.7	60.5
Adversarially Robust RMIA2026.04		0.8243	27.5	25.15	34.3	43.95	60.55
Adversarially Robust RMIA2026.04		0.8203	27.57	24.65	33.65	43	60.8
Adversarially Robust RMIA2026.04		0.8123	27.73	23.8	32.75	42.55	59.85
RMIA2026.04		0.8007	29.8	26.35	34.15	41.55	56.15
Adversarially Robust RMIA2026.04		0.7894	30.18	20.45	29.65	38.85	56.1