List your company
ResearchFormerly WizWand

Privacy Auditing on CIFAR10 (test)

3MeanRandom
0.7216.1131.546.89May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RandomTarget Epsilon=1, Crafting Architecture=ResNet92026.05360
Random + FlipTarget Epsilon=2, Crafting Architecture=ResNet92026.05570
IBIS no reg.Target Epsilon=1, Crafting Architecture=CNN2026.058180
Boglioni et al.Target Epsilon=1, Crafting Architecture=ResNet92026.0511176
RandomTarget Epsilon=2, Crafting Architecture=ResNet92026.0512147
IBIS reg.Target Epsilon=1, Crafting Architecture=CNN2026.0512243
Random + FlipTarget Epsilon=1, Crafting Architecture=ResNet92026.05181617
RandomTarget Epsilon=4, Crafting Architecture=ResNet92026.05192212
IBIS reg.Target Epsilon=2, Crafting Architecture=CNN2026.0519346
IBIS no reg.Target Epsilon=2, Crafting Architecture=ResNet92026.05211521
IBIS reg.Target Epsilon=1, Crafting Architecture=ResNet92026.05211721
RandomTarget Epsilon=10, Crafting Architecture=ResNet92026.05223313
IBIS no reg.Target Epsilon=10, Crafting Architecture=ResNet92026.05231822
Random + FlipTarget Epsilon=10, Crafting Architecture=ResNet92026.0524329
Random + FlipTarget Epsilon=4, Crafting Architecture=ResNet92026.0524348
IBIS no reg.Target Epsilon=10, Crafting Architecture=CNN2026.05252130
IBIS reg.Target Epsilon=2, Crafting Architecture=ResNet92026.05253412
IBIS no reg.Target Epsilon=2, Crafting Architecture=CNN2026.05273018
IBIS no reg.Target Epsilon=1, Crafting Architecture=ResNet92026.05272325
IBIS no reg.Target Epsilon=4, Crafting Architecture=ResNet92026.05341640
IBIS no reg.Target Epsilon=4, Crafting Architecture=CNN2026.05383037
IBIS reg.Target Epsilon=4, Crafting Architecture=ResNet92026.05403736
Boglioni et al.Target Epsilon=2, Crafting Architecture=ResNet92026.05402832
IBIS reg.Target Epsilon=10, Crafting Architecture=ResNet92026.05452738
IBIS reg.Target Epsilon=10, Crafting Architecture=CNN2026.05501549
Boglioni et al.Target Epsilon=4, Crafting Architecture=ResNet92026.05552155
IBIS reg.Target Epsilon=4, Crafting Architecture=CNN2026.05592858
Boglioni et al.Target Epsilon=10, Crafting Architecture=ResNet92026.05603951