A guided walkthrough on the fundamentals of validating machine learning model inferences in a confidential computing environment.
In this workshop, you will gain an understanding of:
Zero trust enables secure collaborations between data stewards and algorithm developers utilizing leading-edge technology to protect both data and intellectual property.
Within a zero-trust environment:
The BeeKeeperAI platform operates in the Azure Confidential Computing cloud and is accessed through two secure portals customized for the algorithm developer and the data steward. Within Azure, BeeKeeperAI enables an encrypted algorithm to be sent to the data steward’s HIPAA-compliant environment where the encrypted data and algorithm meet in an Intel SGX secure enclave for validation.
To operate in a zero-trust environment, the data steward and the algorithm developer must leverage fundamental tools and methods to optimize their collaboration including: