ResearchBenchmarksModel Ownership Verification on Fashion-MNISTModel Ownership Verification on Fashion-MNISTFollow97.5Fidelity Transfer (FT)IrisFP57.14867.62478.188.576Mar 26, 2026Evaluation resultsMethodMethodLinksFidelity Transfer (FT)Poisoning Resistance (PR)Knowledge Distillation (KD)Attack Transferability (AT)Post-Fine-Tuning Transferability (PFT)Non-Fine-Tuning Transferability (NFT)IrisFPBackbone=MobileNet-V2Backbone=MobileNet-V22026.0397.599.1869697.997.8ADV-TRABackbone=MobileNet-V2Backbone=MobileNet-V22026.0396.396.472.187.189.872.3UAPBackbone=MobileNet-V2Backbone=MobileNet-V22026.0389.797.765.873.597.188.6AKHBackbone=MobileNet-V2Backbone=MobileNet-V22026.0387.988.482.183.285.579.6IPGuardBackbone=MobileNet-V2Backbone=MobileNet-V22026.0358.794.551.85555.554.3