CaBaGe: Data-Free Model Extraction using ClAss BAlanced Generator Ensemble

Jonathan Rosenthal, Shanchao Liang, Kevin Zhang +1

Machine Learning as a Service (MLaaS) is often provided as a pay-per-query, black-box system to clients. Such a black-box approach not only hinders open replication, validation, an…