MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation

Sanjay Kariyappa, Atul Prakash, Moinuddin Qureshi

Model Stealing (MS) attacks allow an adversary with black-box access to a Machine Learning model to replicate its functionality, compromising the confidentiality of the model. Such…