Deep Neural Network Fingerprinting by Conferrable Adversarial Examples

Nils Lukas, Yuxuan Zhang, Florian Kerschbaum

Abstract: In Machine Learning as a Service, a provider trains a deep neural network and gives many users access. The hosted (source) model is susceptible to model stealing attacks, where an adversary derives...