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Membership Inference Defense Evaluation on CIFAR10

0.0176MIDPUT Confidence

MemGuard

0.0141320.0375410.060950.084359May 19, 2025
Updated 4d ago

Evaluation Results

MethodLinks
2025.05
0.01760.00710.0086-0.00010.01250.0110.0095
2025.05
0.03060.00490.0377-0.00410.03480.03990.024
2025.05
0.05290.08060.0840.07320.06230.0860.0732
2025.05
0.05710.06270.08340.05440.05790.08330.0665
2025.05
0.05840.0350.07370.02070.07140.07620.0559
2025.05
0.10430.08930.12660.06870.10480.1270.1035