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Membership Inference on CINIC-10 (Delta Metrics)
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0.081
Delta AUC
RMIA
-0.00324
0.01863
0.0405
0.06237
Mar 12, 2026
Delta AUC
Delta TPR @ 1% FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Delta AUC
Delta TPR @ 1% FPR
RMIA
Backbone=ResNet-18, Sh...
2026.03
0.081
0.122
RMIA
Backbone=WideResNet, S...
2026.03
0.054
0.061
BASE3
Backbone=ResNet-18, Sh...
2026.03
0.008
0.013
BASE3
Backbone=WideResNet, S...
2026.03
0.003
0.004
BaVarIA-n
Backbone=ResNet-18, Sh...
2026.03
0
0
BaVarIA-t
Backbone=ResNet-18, Sh...
2026.03
0
0
BaVarIA-n
Backbone=WideResNet, S...
2026.03
0
0.001
BaVarIA-t
Backbone=WideResNet, S...
2026.03
0
0.001
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