Neurips 2021

CrypTen: Secure Multi-Party Computation Meets Machine Learning

CrypTen is a PyTorch-compatible framework from Facebook AI Research that wraps secure multi-party computation protocols behind a familiar tensor API, making private inference and training accessible to ML practitioners without cryptography expertise. The bet is that adoption bottlenecks for privacy-preserving ML are mostly about developer experience, not theoretical limits.