Membership Inference Attack on CIFAR-10 ||δ||∞ ≤ 4.0/255 (test) benchmark leaderboard · SOTA2 Research

Membership Inference Attack on CIFAR-10 ||δ||∞ ≤ 4.0/255 (test)

0.8065AUCAdversarially Robust RMIA

Evaluation Results

Method	Links
Adversarially Robust RMIA2026.04		0.8065	27.85	10.3	25.3	37.85	59.45
Adversarially Robust RMIA2026.04		0.8056	28.05	10.35	25.05	37.8	59.2
Adversarially Robust RMIA2026.04		0.8039	28.5	10.75	25.3	37.75	58.5
Adversarially Robust RMIA2026.04		0.8021	28.82	11	25.45	37.95	58.25
Adversarially Robust RMIA2026.04		0.7988	29.23	11.1	25.7	37.9	56.9
Adversarially Robust RMIA2026.04		0.7941	29.98	11.3	25.85	38.15	55.65
Adversarially Robust RMIA2026.04		0.7834	30.88	10.9	25.6	36.4	51.65
RMIA2026.04		0.6834	37.3	8.55	18.5	28.95	42.8