Enabling Homomorphically Encrypted Inference for Large DNN Models

Guillermo Lloret-Talavera, Marc Jorda, Harald Servat +5

The proliferation of machine learning services in the last few years has raised data privacy concerns. Homomorphic encryption (HE) enables inference using encrypted data but it inc…