nGraph-HE: A Graph Compiler for Deep Learning on Homomorphically Encrypted Data

Fabian Boemer, Yixing Lao, Rosario Cammarota +1

Homomorphic encryption (HE)---the ability to perform computation on encrypted data---is an attractive remedy to increasing concerns about data privacy in deep learning (DL). Howeve…