nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data

2 code implementations • 12 Aug 2019 • Fabian Boemer, Anamaria Costache, Rosario Cammarota, Casimir Wierzynski

The proposed framework leverages the CKKS scheme, whose support for real numbers is friendly to data science, and a client-aided model using a two-party approach to compute activation functions.

Cryptography and Security