SHAPr: An Efficient and Versatile Membership Privacy Risk Metric for Machine Learning

Vasisht Duddu, Sebastian Szyller, N. Asokan

Data used to train machine learning (ML) models can be sensitive. Membership inference attacks (MIAs), attempting to determine whether a particular data record was used to train an…