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Membership Inference Attack on survey

0.839AUCLikelihood Ratio Test (LRT)
0.814040.820520.8270.83348May 28, 2026

Evaluation results

MethodLinks
Likelihood Ratio Test (LRT)Threat Model=strong, Output Node Selection=set of all nodes2026.050.8390.098
Bayesian (Bayes) attackThreat Model=strong, Output Node Selection=set of all nodes2026.050.8370.095
Inner Product (IP)Threat Model=strong, Output Node Selection=set of all nodes2026.050.8150.102