Meeting in the Middle: A Co-Design Paradigm for FHE and AI Inference

Bernardo Magri, Benjamin Marsh, Paul Gebheim

Modern cloud inference creates a two sided privacy problem where users reveal sensitive inputs to providers, while providers must execute proprietary model weights inside potential…