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ResearchFormerly WizWand

Model Fingerprinting on Tiny-ImageNet

1AUCIrisFP
0.139920.363210.58650.80979Mar 26, 2026
Updated 7mo ago

Evaluation results

MethodLinks
IrisFPModification Attack=PR, Backbone=ResNet-182026.031
IrisFPModification Attack=PFT, Backbone=ResNet-182026.030.992
AKHModification Attack=PFT, Backbone=ResNet-182026.030.988
IrisFPModification Attack=FT, Backbone=ResNet-182026.030.986
UAPModification Attack=PR, Backbone=ResNet-182026.030.981
ADV-TRAModification Attack=PFT, Backbone=ResNet-182026.030.98
IrisFPModification Attack=NFT, Backbone=ResNet-182026.030.977
ADV-TRAModification Attack=FT, Backbone=ResNet-182026.030.97
UAPModification Attack=PFT, Backbone=ResNet-182026.030.967
IPGuardModification Attack=FT, Backbone=ResNet-182026.030.958
IPGuardModification Attack=NFT, Backbone=ResNet-182026.030.954
UAPModification Attack=FT, Backbone=ResNet-182026.030.953
UAPModification Attack=NFT, Backbone=ResNet-182026.030.952
ADV-TRAModification Attack=NFT, Backbone=ResNet-182026.030.948
AKHModification Attack=NFT, Backbone=ResNet-182026.030.944
AKHModification Attack=FT, Backbone=ResNet-182026.030.937
IrisFPProtected Model=MobileNet-V22026.030.934
ADV-TRAModification Attack=PR, Backbone=ResNet-182026.030.917
IrisFPProtected Model=ViT-B/162026.030.887
ADV-TRAProtected Model=MobileNet-V22026.030.877
AKHModification Attack=PR, Backbone=ResNet-182026.030.875
IrisFPProtected Model=ResNet-182026.030.874
IPGuardModification Attack=PFT, Backbone=ResNet-182026.030.867
AKHProtected Model=MobileNet-V22026.030.863
ADV-TRAProtected Model=ViT-B/162026.030.832
AKHProtected Model=ResNet-182026.030.823
UAPProtected Model=ResNet-182026.030.812
UAPProtected Model=MobileNet-V22026.030.806
AKHProtected Model=ViT-B/162026.030.806
UAPProtected Model=ViT-B/162026.030.803
IPGuardProtected Model=ViT-B/162026.030.778
ADV-TRAProtected Model=ResNet-182026.030.767
IPGuardModification Attack=PR, Backbone=ResNet-182026.030.754
IPGuardProtected Model=ResNet-182026.030.726
IPGuardProtected Model=MobileNet-V22026.030.692
IrisFPModification Attack=KD, Backbone=ResNet-182026.030.661
IrisFPModification Attack=AT, Backbone=ResNet-182026.030.545
IPGuardModification Attack=KD, Backbone=ResNet-182026.030.525
AKHModification Attack=AT, Backbone=ResNet-182026.030.488
ADV-TRAModification Attack=KD, Backbone=ResNet-182026.030.466
UAPModification Attack=KD, Backbone=ResNet-182026.030.455
UAPModification Attack=AT, Backbone=ResNet-182026.030.411
AKHModification Attack=KD, Backbone=ResNet-182026.030.326
IPGuardModification Attack=AT, Backbone=ResNet-182026.030.316
ADV-TRAModification Attack=AT, Backbone=ResNet-182026.030.173