ResearchBenchmarksMembership Inference Attack on Purchase-100 (TPR/Time Metrics)Membership Inference Attack on Purchase-100 (TPR/Time Metrics)Follow71TPR @ 0.1% FPROurs (BMIA)7.5624.0340.556.97Mar 10, 2025Evaluation resultsMethodMethodLinksTPR @ 0.1% FPRTPR @ 1% FPRTimeOurs (BMIA)n=1n=12025.03714.612.16LiRAn=8n=82025.03644.617.24RMIAn=8n=82025.03392.9917.24RMIAn=2n=22025.03382.334.31Attack-Rn=8n=82025.03373.3917.24LiRAn=4n=42025.03373.128.62RMIAn=4n=42025.03322.578.62Attack-Rn=4n=42025.03302.038.62LiRAn=2n=22025.03231.874.31Attack-Rn=2n=22025.03121.244.31Attack-P2025.03101.1—