On the Limitations of Model Stealing with Uncertainty Quantification Models

David Pape, Sina Däubener, Thorsten Eisenhofer +2

Model stealing aims at inferring a victim model's functionality at a fraction of the original training cost. While the goal is clear, in practice the model's architecture, weight d…