X-Mark: Saliency-Guided Robust Dataset Ownership Verification for Medical Imaging

Pranav Kulkarni, Junfeng Guo, Heng Huang

High-quality medical imaging datasets are essential for training deep learning models, but their unauthorized use raises serious copyright and ethical concerns. Medical imaging pre…