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Membership Inference Attack on cancer

0.744AUCBayesian (Bayes) attack
0.685760.700880.7160.73112May 28, 2026

Evaluation results

MethodLinks
Bayesian (Bayes) attackThreat Model=strong, Output Node Selection=set of all nodes2026.050.7440.106
Likelihood Ratio Test (LRT)Threat Model=strong, Output Node Selection=set of all nodes2026.050.710.111
Inner Product (IP)Threat Model=strong, Output Node Selection=set of all nodes2026.050.6880.111