Reducing Risk of Model Inversion Using Privacy-Guided Training

Abigail Goldsteen, Gilad Ezov, Ariel Farkash

Machine learning models often pose a threat to the privacy of individuals whose data is part of the training set. Several recent attacks have been able to infer sensitive informati…