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ResearchFormerly WizWand

Medical diagnostic value preservation on NHANES 2017-2018 (test)

1.2wMAPEM-Opt
-3.93230.70965.3599.991May 4, 2026
Updated 6mo ago

Evaluation results

MethodLinks
M-OptPrivacy budget (ε)=0.5, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=4.44, Mechanism=Exponential2026.051.2
M-OptPrivacy budget (ε)=0.5, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=3.12, Mechanism=Exponential2026.051.7
M-RootsPrivacy budget (ε)=0.5, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=4.44, Mechanism=Exponential2026.051.8
M-RootsPrivacy budget (ε)=0.5, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=3.12, Mechanism=Exponential2026.052.4
M-OptPrivacy budget (ε)=0.5, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=1.81, Mechanism=Exponential2026.052.7
M-OptPrivacy budget (ε)=0.2, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=1.78, Mechanism=Exponential2026.053.3
M-RootsPrivacy budget (ε)=0.5, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=1.81, Mechanism=Exponential2026.054
M-OptPrivacy budget (ε)=0.2, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=1.25, Mechanism=Exponential2026.054.5
M-RootsPrivacy budget (ε)=0.2, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=1.78, Mechanism=Exponential2026.054.6
M-AllPrivacy budget (ε)=0.5, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=1.81, Mechanism=Exponential2026.055.6
M-OptPrivacy budget (ε)=0.1, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.89, Mechanism=Exponential2026.055.6
M-AllPrivacy budget (ε)=0.5, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=3.12, Mechanism=Exponential2026.055.7
M-AllPrivacy budget (ε)=0.5, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=4.44, Mechanism=Exponential2026.055.9
M-RootsPrivacy budget (ε)=0.2, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=1.25, Mechanism=Exponential2026.055.9
M-OptPrivacy budget (ε)=0.2, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.73, Mechanism=Exponential2026.056.6
M-OptPrivacy budget (ε)=0.1, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.62, Mechanism=Exponential2026.057.8
M-RootsPrivacy budget (ε)=0.1, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.89, Mechanism=Exponential2026.058.7
M-RootsPrivacy budget (ε)=0.2, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.73, Mechanism=Exponential2026.0510.1
M-OptPrivacy budget (ε)=0.05, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.44, Mechanism=Exponential2026.0511.2
M-RootsPrivacy budget (ε)=0.1, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.62, Mechanism=Exponential2026.0511.4
M-AllPrivacy budget (ε)=0.2, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=1.78, Mechanism=Exponential2026.0512.2
M-AllPrivacy budget (ε)=0.2, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=1.25, Mechanism=Exponential2026.0512.3
M-AllPrivacy budget (ε)=0.2, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.73, Mechanism=Exponential2026.0512.6
M-OptPrivacy budget (ε)=0.05, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.31, Mechanism=Exponential2026.0513.3
M-OptPrivacy budget (ε)=0.1, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.36, Mechanism=Exponential2026.0513.6
M-RootsPrivacy budget (ε)=0.05, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.44, Mechanism=Exponential2026.0514.3
M-RootsPrivacy budget (ε)=0.1, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.36, Mechanism=Exponential2026.0514.9
M-RootsPrivacy budget (ε)=0.05, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.31, Mechanism=Exponential2026.0518
M-AllPrivacy budget (ε)=0.1, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.62, Mechanism=Exponential2026.0520.3
M-AllPrivacy budget (ε)=0.1, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.36, Mechanism=Exponential2026.0520.5
M-AllPrivacy budget (ε)=0.1, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.89, Mechanism=Exponential2026.0521.5
M-OptPrivacy budget (ε)=0.05, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.18, Mechanism=Exponential2026.0521.6
M-OptPrivacy budget (ε)=0.02, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.18, Mechanism=Exponential2026.0521.9
M-RootsPrivacy budget (ε)=0.05, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.18, Mechanism=Exponential2026.0526
M-RootsPrivacy budget (ε)=0.02, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.18, Mechanism=Exponential2026.0527.9
M-OptPrivacy budget (ε)=0.02, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.12, Mechanism=Exponential2026.0529.2
M-AllPrivacy budget (ε)=0.05, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.44, Mechanism=Exponential2026.0533.7
M-AllPrivacy budget (ε)=0.05, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.31, Mechanism=Exponential2026.0533.8
M-RootsPrivacy budget (ε)=0.02, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.12, Mechanism=Exponential2026.0534.1
M-AllPrivacy budget (ε)=0.05, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.18, Mechanism=Exponential2026.0535
M-OptPrivacy budget (ε)=0.01, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.09, Mechanism=Exponential2026.0537.3
M-OptPrivacy budget (ε)=0.02, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.07, Mechanism=Exponential2026.0546
M-RootsPrivacy budget (ε)=0.01, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.09, Mechanism=Exponential2026.0547.3
M-OptPrivacy budget (ε)=0.01, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.06, Mechanism=Exponential2026.0548.3
M-RootsPrivacy budget (ε)=0.02, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.07, Mechanism=Exponential2026.0555.5
M-RootsPrivacy budget (ε)=0.01, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.06, Mechanism=Exponential2026.0563
M-AllPrivacy budget (ε)=0.02, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.07, Mechanism=Exponential2026.0570.3
M-AllPrivacy budget (ε)=0.02, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.18, Mechanism=Exponential2026.0572.3
M-AllPrivacy budget (ε)=0.02, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.12, Mechanism=Exponential2026.0575.7
M-OptPrivacy budget (ε)=0.01, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.04, Mechanism=Exponential2026.0586.6
M-RootsPrivacy budget (ε)=0.01, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.04, Mechanism=Exponential2026.05101.9
M-AllPrivacy budget (ε)=0.01, Adversary budget level (B)=(2k+1)ε, Average total budget (Ă)=0.06, Mechanism=Exponential2026.05112.6
M-AllPrivacy budget (ε)=0.01, Adversary budget level (B)=(k+1)ε, Average total budget (Ă)=0.04, Mechanism=Exponential2026.05122.5
M-AllPrivacy budget (ε)=0.01, Adversary budget level (B)=(3k+1)ε, Average total budget (Ă)=0.09, Mechanism=Exponential2026.05129.5