Beyond Labeling Oracles: What does it mean to steal ML models?

Avital Shafran, Ilia Shumailov, Murat A. Erdogdu +1

Model extraction attacks are designed to steal trained models with only query access, as is often provided through APIs that ML-as-a-Service providers offer. Machine Learning (ML)…