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AI on Encrypted Data via FHE

Using fully homomorphic encryption for artificial intelligence

Overview

Fully Homomorphic Encryption (FHE) enables the performing of arbitrary computations on encrypted data without decrypting it first, thus facilitating the privacy preserving of the data at rest, in transit and during compute. FHE can be used to secure cloud workloads for regulated industries and allows traditional and Generative AI applications to process highly sensitive data in untrusted environments without the risk of data breach. We’ve built HElayers for you to start building commercial AI applications leveraging the power FHE across Windows, Linux, macOS and Linux on IBM Z mainframe.

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