Solutions

There are two types of ML FHE

Confidential inference

(operations of encrypted neural network)

The trained neural network and user queries remain encrypted throughout the process

Confidential AI training

Addresses the needs of various market participants by allowing them to train AI models on encrypted data, ensuring that the datasets, models, and user queries remain secure and proprietary. FHE allows owners of datasets, models, and queries to protect their assets from theft

Use cases

Biotech AI for drug development

Handles large, expensive datasets and models under heavy regulation, ensuring secure data sharing and collaboration

Science AI

Protecting sharing sensitive data

Intellectual property AI

Intellectual property searching and depositing ideas

Military AI

Fintech AI

Fraud analysis and AML

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