Investigating the Effect of Misalignment on Membership Privacy in the White-box Setting

Ana-Maria Cretu, Daniel Jones, Yves-Alexandre de Montjoye +1

Machine learning models have been shown to leak sensitive information about their training datasets. Models are increasingly deployed on devices, raising concerns that white-box ac…