ResearchBenchmarksMembership Inference Attack on CINIC-10 (TPR @ 0.01%, 0.1%, 1% FPR)Follow0.31TPR @ 0.01% FPRReproMIA0.00840.08670.1650.2433Mar 30, 2026Evaluation ResultsMethodMethodLinksTPR @ 0.01% FPRTPR @ 0.10% FPRTPR @ 1% FPRReproMIABackbone=VGG-16Backbone=VGG-162026.030.312.4410.63LDC-MIABackbone=VGG-16Backbone=VGG-162026.030.231.849.32WatsonBackbone=VGG-16Backbone=VGG-162026.030.160.944.83SalemBackbone=VGG-16Backbone=VGG-162026.030.020.151.52YeomBackbone=VGG-16Backbone=VGG-162026.030.020.191.88