Membership Inference Attack on Purchase-100 (TPR/Time Metrics) benchmark leaderboard · SOTA2 Research

Membership Inference Attack on Purchase-100 (TPR/Time Metrics)

71TPR @ 0.1% FPROurs (BMIA)

Evaluation Results

Method	Links
Ours (BMIA)2025.03		71	4.61	2.16
LiRA2025.03		64	4.6	17.24
RMIA2025.03		39	2.99	17.24
RMIA2025.03		38	2.33	4.31
Attack-R2025.03		37	3.39	17.24
LiRA2025.03		37	3.12	8.62
RMIA2025.03		32	2.57	8.62
Attack-R2025.03		30	2.03	8.62
LiRA2025.03		23	1.87	4.31
Attack-R2025.03		12	1.24	4.31
Attack-P2025.03		10	1.1	—