On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models

Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn +5

With an increase in low-cost machine learning APIs, advanced machine learning models may be trained on private datasets and monetized by providing them as a service. However, priva…