2 papers
cs.CY2025
Processing of synthetic data in AI development for healthcare and the definition of personal data in EU law
Vibeke Binz Vallevik, Anne Kjersti C. Befring, Severin Elvatun +1
Artificial intelligence (AI) has the potential to transform healthcare, but it requires access to health data. Synthetic data that is generated through machine learning models trai…
cs.CR2024
A Differentially Private Kaplan-Meier Estimator for Privacy-Preserving Survival Analysis
Narasimha Raghavan Veeraragavan, Sai Praneeth Karimireddy, Jan Franz Nygård
This paper presents a differentially private approach to Kaplan-Meier estimation that achieves accurate survival probability estimates while safeguarding individual privacy. The Ka…