Browsing Mathematics (Faculty of) by Supervisor "N., Asokan"
Now showing items 1-1 of 1
-
Towards Effective Measurement of Membership Privacy Risk for Machine Learning Models
(University of Waterloo, 2022-07-18)Machine learning (ML) models are trained on data which can be sensitive. Membership inference attacks (MIAs) infer whether a particular data record was used to train an ML model. This violates the membership privacy of an ...