ResearchBenchmarksMembership Inference Attack on EmotionMembership Inference Attack on EmotionFollow1.75TPR @ 0.1% FPRBMIA0.0340.47950.9251.3705Mar 10, 2025Evaluation resultsMethodMethodLinksTPR @ 0.1% FPRTPR @ 1% FPRBMIAn=1n=12025.031.756.28LiRAn=8n=82025.031.554.73RMIAn=8n=82025.030.954.73Attack-Rn=8n=82025.030.272.69RMIAn=2n=22025.030.21.21Attack-P2025.030.181.4RMIAn=4n=42025.030.181.25LiRAn=4n=42025.030.131.33Attack-Rn=2n=22025.030.11Attack-Rn=4n=42025.030.11LiRAn=2n=22025.030.10.96