List your company
ResearchFormerly WizWand

Ownership Verification on CIFAR-10 (AUC)

100AUCAnaFP
52.47264.81177.1589.489Mar 22, 2026
Updated 7mo ago

Evaluation results

MethodLinks
AnaFPModification Attack=Pruning, Model Architecture=CNN2026.03100
UAPModification Attack=Pruning, Model Architecture=CNN2026.03100
MarginFingerModification Attack=Pruning, Model Architecture=CNN2026.03100
ADV-TRAModification Attack=Pruning, Model Architecture=CNN2026.03100
IPGuardModification Attack=Pruning, Model Architecture=CNN2026.0399.9
AKHModification Attack=Pruning, Model Architecture=CNN2026.0399.9
GMFIPModification Attack=Pruning, Model Architecture=CNN2026.0399.9
AnaFPModification Attack=P-finetune, Model Architecture=CNN2026.0398.9
AnaFPModification Attack=AT, Model Architecture=CNN2026.0398.3
AnaFPModification Attack=Fine-tuning, Model Architecture=CNN2026.0397.9
AnaFPModification Attack=N-finetune, Model Architecture=CNN2026.0397.8
ADV-TRAModification Attack=Fine-tuning, Model Architecture=CNN2026.0392.3
ADV-TRAModification Attack=N-finetune, Model Architecture=CNN2026.0389.5
UAPModification Attack=P-finetune, Model Architecture=CNN2026.0387.6
UAPModification Attack=N-finetune, Model Architecture=CNN2026.0387
UAPModification Attack=Fine-tuning, Model Architecture=CNN2026.0386.8
GMFIPModification Attack=N-finetune, Model Architecture=CNN2026.0385.8
ADV-TRAModification Attack=P-finetune, Model Architecture=CNN2026.0385.7
AKHModification Attack=Fine-tuning, Model Architecture=CNN2026.0384.8
GMFIPModification Attack=P-finetune, Model Architecture=CNN2026.0381.9
UAPModification Attack=AT, Model Architecture=CNN2026.0378.3
GMFIPModification Attack=Fine-tuning, Model Architecture=CNN2026.0377.9
AnaFPModification Attack=KD, Model Architecture=CNN2026.0375.6
ADV-TRAModification Attack=AT, Model Architecture=CNN2026.0374.2
IPGuardModification Attack=Fine-tuning, Model Architecture=CNN2026.0374.1
AKHModification Attack=N-finetune, Model Architecture=CNN2026.0371.6
GMFIPModification Attack=AT, Model Architecture=CNN2026.0371.1
AKHModification Attack=P-finetune, Model Architecture=CNN2026.0370.1
AnaFPModification Attack=Prune-KD, Model Architecture=CNN2026.0368.9
UAPModification Attack=KD, Model Architecture=CNN2026.0367.9
IPGuardModification Attack=N-finetune, Model Architecture=CNN2026.0367.9
MarginFingerModification Attack=AT, Model Architecture=CNN2026.0367.2
IPGuardModification Attack=P-finetune, Model Architecture=CNN2026.0367.1
ADV-TRAModification Attack=KD, Model Architecture=CNN2026.0366
MarginFingerModification Attack=Fine-tuning, Model Architecture=CNN2026.0365.8
MarginFingerModification Attack=P-finetune, Model Architecture=CNN2026.0363.8
AKHModification Attack=Prune-KD, Model Architecture=CNN2026.0363.6
ADV-TRAModification Attack=Prune-KD, Model Architecture=CNN2026.0363.3
AKHModification Attack=AT, Model Architecture=CNN2026.0362.7
UAPModification Attack=Prune-KD, Model Architecture=CNN2026.0362.5
IPGuardModification Attack=AT, Model Architecture=CNN2026.0361.6
AKHModification Attack=KD, Model Architecture=CNN2026.0361.6
GMFIPModification Attack=Prune-KD, Model Architecture=CNN2026.0360.1
IPGuardModification Attack=Prune-KD, Model Architecture=CNN2026.0359.6
GMFIPModification Attack=KD, Model Architecture=CNN2026.0359.1
MarginFingerModification Attack=N-finetune, Model Architecture=CNN2026.0358.6
IPGuardModification Attack=KD, Model Architecture=CNN2026.0355.9
MarginFingerModification Attack=KD, Model Architecture=CNN2026.0355.4
MarginFingerModification Attack=Prune-KD, Model Architecture=CNN2026.0354.3