Stabilizing Data-Free Model Extraction

Dat-Thinh Nguyen, Kim-Hung Le, Nhien-An Le-Khac

Model extraction is a severe threat to Machine Learning-as-a-Service systems, especially through data-free approaches, where dishonest users can replicate the functionality of a bl…