DarKnight: A Data Privacy Scheme for Training and Inference of Deep Neural Networks

Hanieh Hashemi, Yongqin Wang, Murali Annavaram

Protecting the privacy of input data is of growing importance as machine learning methods reach new application domains. In this paper, we provide a unified training and inference…