Browsing Mathematics (Faculty of) by Author "Duddu, Vasisht"
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Towards Effective Measurement of Membership Privacy Risk for Machine Learning Models
Duddu, Vasisht (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 ...