I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

Daryna Oliynyk, Rudolf Mayer, Andreas Rauber

Machine Learning-as-a-Service (MLaaS) has become a widespread paradigm, making even the most complex machine learning models available for clients via e.g. a pay-per-query principl…