CertDW: Towards Certified Dataset Ownership Verification via Conformal Calibration

Ting Qiao, Yiming Li, Jianbin Li +5

Deep neural networks (DNNs) rely heavily on high-quality open-source datasets (e.g., ImageNet) for their success, making dataset ownership verification (DOV) crucial for protecting…