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

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

85.04AUCAdversarially Robust RMIA

Evaluation Results

Method	Links
Adversarially Robust RMIA2026.04		85.04	23.7	14.25	31.3	46.95	69.5
Adversarially Robust RMIA2026.04		85	23.93	14.95	31.95	47.3	69.85
Adversarially Robust RMIA2026.04		84.98	23.8	14.4	31.2	46.45	68.95
Adversarially Robust RMIA2026.04		84.84	24	14.1	30.7	46.25	67.15
Adversarially Robust RMIA2026.04		84.79	24.32	15.2	32	47.95	69.35
Adversarially Robust RMIA2026.04		84.68	24.15	14.2	29.3	45.8	66.5
Adversarially Robust RMIA2026.04		84.19	25.67	16	33.6	48.9	67.5
RMIA2026.04		72.19	35.43	12.75	22.35	32.85	48.2