Secure AI Computations at Scale on the Alps Supercomputer
Abstract: How can we run large AI models on untrusted hardware without revealing the inputs or the model? We present MOSAIC, a scalable cryptographic protocol for outsourcing AI computation in large-scale data centers. A small trusted client, bootstrapped from secure boot and trusted execution technologies, holds the private input and model weights, and outsources most
