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Membership Inference Attack on sachs

0.906AUCBayesian (Bayes) attack
0.820720.842860.8650.88714May 28, 2026

Evaluation results

MethodLinks
Bayesian (Bayes) attackThreat Model=strong, Output Node Selection=nodes in the longest path2026.050.9060.066
Likelihood Ratio Test (LRT)Threat Model=strong, Output Node Selection=nodes in the longest path2026.050.8510.095
Inner Product (IP)Threat Model=strong, Output Node Selection=nodes in the longest path2026.050.8240.107