Grey-box Extraction of Natural Language Models

Santiago Zanella Béguelin, Shruti Tople, Andrew Paverd, Boris Köpf

Abstract: Model extraction attacks attempt to replicate a target machine learning model by querying its inference API. State-of-the-art attacks are learning-based and construct replicas by supervised trainin...