Ruben Merz

What if you need to process sensitive data without exposing it to the system performing the computation? In this hands-on workshop, use fully homomorphic encryption (FHE) to evaluate selected ML models while inputs remain encrypted and only the data owner decrypts the results.

Regulated industries face unique challenges in adopting AI while maintaining compliance. Explore four fundamental privacy-preserving primitives that unlock AWS AI capabilities: encryption with AWS KMS, confidential computing with AWS Nitro System, federated learning, and cryptographic computing.