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Membership Inference Attack on CINIC-10 (AUC, EER, TPRs)

0.8166AUC

Adversarially Robust LiRA

Updated 12d ago

Evaluation Results

Method	Links
Adversarially Robust LiRA 2026.04		0.8166	24.82	2.65	12.05	29.95	62.3
Adversarially Robust LiRA 2026.04		0.8091	25.85	2.15	10.9	26	59.4
Adversarially Robust LiRA 2026.04		0.8033	26.47	2.1	10.35	23.6	57.3
Adversarially Robust LiRA 2026.04		0.7983	27.2	2.15	9.85	22.55	55.1
Adversarially Robust LiRA 2026.04		0.7942	27.7	2	9.45	21.2	53.1
Adversarially Robust LiRA 2026.04		0.7905	28.18	2	9.3	20.4	51.8
Adversarially Robust LiRA 2026.04		0.7872	28.5	1.95	9.15	20.15	51.1
LiRA Baseline 2026.04		0.6734	38.5	1.5	6.9	13	29.1