AWS Enables End-to-End Encrypted ML Inference with Fully Homomorphic Encryption on SageMaker
Amazon Web Services has announced the ability to perform end-to-end encrypted machine learning inference using Amazon SageMaker AI in combination with Fully Homomorphic Encryption (FHE).
FHE is a form of encryption that allows computations to be performed directly on encrypted data without first decrypting it. This means sensitive data can