On the Alignment of Group Fairness with Attribute Privacy

Jan Aalmoes, Vasisht Duddu, Antoine Boutet

Group fairness and privacy are fundamental aspects in designing trustworthy machine learning models. Previous research has highlighted conflicts between group fairness and differen…