Balancing Privacy And Utility: Strategies For Differential Privacy In Healthcare Machine Learning Models

Extended abstract published in Proceedings of the 65th International Association for Computer Information Systems Conference, October 1-4, 2025, Clearwater, FL, pp. 54-55. Examines differential privacy implementation strategies for healthcare machine learning systems using the IIA methodology, evaluating privacy-utility tradeoffs in AI-enabled cardiac monitoring wearable devices.