Attackers Can Do Better: Over- and Understated Factors of Model Stealing Attacks

Daryna Oliynyk, Rudolf Mayer, Andreas Rauber

Machine learning models were shown to be vulnerable to model stealing attacks, which lead to intellectual property infringement. Among other methods, substitute model training is a…