Security News > 2020 > April > Enveil ZeroReveal ML: Allowing orgs to process data against an encrypted machine learning model

Enveil, the pioneering data security company protecting Data in Use, announced the release of its encrypted machine learning product, ZeroReveal Machine Learning, the first adaptable, market-ready solution allowing organizations to process data against an encrypted machine learning model.

Building on the success of its ZeroReveal Search solution, Enveil ZeroReveal ML fundamentally changes the paradigm of secure data usage by allowing organizations to enable advanced decisioning through collaborative and federated machine learning in a secure and private capacity.

The ability to securely evaluate a machine learning model against distributed intra- and inter-organizational data sources opens the door to a number of use cases in the financial services, retail, manufacturing, healthcare, and government verticals where enhanced risk-based decision making drives positive business outcomes.

ZeroReveal ML delivers encrypted machine learning capabilities by focusing on the source of the value: the model itself and the insights derived.

"Trained machine learning models need to be protected, which is why ZeroReveal ML focuses entirely on the security of the model itself and its evaluation," said Dr. Ryan Carr, CTO and Vice President of Engineering at Enveil.

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