The Impact of Generalization Techniques on the Interplay Among Privacy, Utility, and Fairness in Image Classification

Ahmad Hassanpour, Amir Zarei, Khawla Mallat +2

This study investigates the trade-offs between fairness, privacy, and utility in image classification using machine learning (ML). Recent research suggests that generalization tech…