Fortanix выпустил новый сервис Fortanix Confidential AI
Fortanix выпустил новый сервис Fortanix Confidential AI
Сервис Fortanix Confidential AI предоставляет ПО и инфраструктуру по подписке. В Fortanix Confidential AI используется технология конфиденциальных вычислений Fortanix для повышения качества и точности моделей данных, а также для обеспечения их безопасности. Благодаря Fortanix Confidential AI группы обработки данных в регулируемых отраслях, чувствительных к конфиденциальности, таких как здравоохранение и финансовые услуги, могут использовать частные данные для разработки и развертывания более совершенных моделей искусственного интеллекта. Fortanix Confidential AI предлагается как простая в использовании и развертывании услуга подписки на программное обеспечение и инфраструктуру.
How Confidential AI Works?
01
Readily available and managed confidential infrastructure
Fortanix C-AI provides a readily available managed Confidential Computing infrastructure that’s easy to deploy and provision. The solution is powered on Intel Ice Lake third generation scalable Xeon processors.
02
Run AI models inside Intel SGX and other enclave technologies
AI models and frameworks are enabled to run inside confidential compute with no visibility for external entities into the algorithms.
03
Hardware-backed proof of execution and audit logging
The solution offers organizations with hardware backed proofs of execution of confidentiality and data provenance for audit and compliance. Fortanix also provides audit logs to easily verify compliance requirements to support data regulation policies such as GDPR.
04
Support for a broad set of AI/ML models
AI high performers have standard tool frameworks and development processes in place for developing AI models. Fortanix Confidential-AI supports a range of models such as Yolov 5, Decision Trees, SVM, Linear regression, KNN etc
05
Protect data across all stages of MLOps
The service provides multiple stages of the data pipeline for an AI project and secures each stage using confidential computing including data ingestion, learning, inference, and fine tuning.
06
Works on Azure
Fortanix managed and deployed infrastructure works on Azure AKS with SGX enabled nodes
07
Dataset connectors support data ingestion
Dataset connectors help bring data from Amazon S3 accounts or allow upload of tabular data from local machine.
