Cerium: A Multi-GPU Framework for Terabyte-Scale Encrypted Inference.

arXiv:2512.11269v2 Announce Type: replace-cross Abstract: Encrypted AI using fully homomorphic encryption (FHE) enables inference directly over encrypted queries, providing strong privacy guarantees. However, its computational and memory overheads have limited