DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection

arXiv:2403.17755v1 Announce Type: cross
Abstract: In the realm of healthcare, the challenges of copyright protection and unauthorized third-party misuse are increasingly significant. Traditional methods for data copyright protection are applied prior to data distribution, implying that models trained on these data become uncontrollable. This paper introduces a novel approach, named DataCook, designed to safeguard the copyright of healthcare data during the deployment phase. DataCook operates by "cooking" the raw data before distribution, enabling the development of models that perform normally …

adversarial adversarial examples arxiv copyright copyright protection cs.ai cs.cr cs.cv data examples healthcare healthcare data protection type