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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

Description

Fortanix Confidential AI presents a comprehensive platform that allows data teams to handle sensitive datasets and deploy AI/ML models exclusively within secure computing environments, integrating managed infrastructure, software, and workflow orchestration to uphold privacy compliance across organizations. This service features on-demand infrastructure driven by the high-performance Intel Ice Lake third-generation scalable Xeon processors, enabling the execution of AI frameworks within Intel SGX and other enclave technologies while ensuring no external visibility. Moreover, it offers hardware-backed execution proofs and comprehensive audit logs to meet rigorous regulatory standards, safeguarding every aspect of the MLOps pipeline, from data ingestion through Amazon S3 connectors or local uploads to model training, inference, and fine-tuning, while also ensuring compatibility across a wide range of models. By leveraging this platform, organizations can significantly enhance their ability to manage sensitive information responsibly while advancing their AI initiatives.

Description

Google Cloud's Confidential Computing offers hardware-based Trusted Execution Environments (TEEs) that encrypt data while it is actively being used, thus completing the encryption process for data both at rest and in transit. This suite includes Confidential VMs, which utilize AMD SEV, SEV-SNP, Intel TDX, and NVIDIA confidential GPUs, alongside Confidential Space facilitating secure multi-party data sharing, Google Cloud Attestation, and split-trust encryption tools. Confidential VMs are designed to support workloads within Compute Engine and are applicable across various services such as Dataproc, Dataflow, GKE, and Gemini Enterprise Agent Platform Notebooks. The underlying architecture guarantees that memory is encrypted during runtime, isolates workloads from the host operating system and hypervisor, and includes attestation features that provide customers with proof of operation within a secure enclave. Use cases are diverse, spanning confidential analytics, federated learning in sectors like healthcare and finance, generative AI model deployment, and collaborative data sharing in supply chains. Ultimately, this innovative approach minimizes the trust boundary to only the guest application rather than the entire computing environment, enhancing overall security and privacy for sensitive workloads.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

AMD Radeon ProRender No 
Amazon S3 Yes 
Anjuna Confidential Computing Software No 
Azure Kubernetes Service (AKS) Yes 
Gemini Enterprise Agent Platform No 
Google Cloud Dataflow No 
Google Cloud Managed Service for Apache Spark No 
Google Cloud Platform No 
Google Kubernetes Engine (GKE) No 
HashiCorp Vault No 
Intel Open Edge Platform No 
Microsoft Azure Yes 
NVIDIA DRIVE No 
Oasis Parcel No 
Thales Commander No 

Integrations

AMD Radeon ProRender Yes 
Amazon S3 No 
Anjuna Confidential Computing Software Yes 
Azure Kubernetes Service (AKS) No 
Gemini Enterprise Agent Platform Yes 
Google Cloud Dataflow Yes 
Google Cloud Managed Service for Apache Spark Yes 
Google Cloud Platform Yes 
Google Kubernetes Engine (GKE) Yes 
HashiCorp Vault Yes 
Intel Open Edge Platform Yes 
Microsoft Azure No 
NVIDIA DRIVE Yes 
Oasis Parcel Yes 
Thales Commander Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Pricing Details

$0.005479 per hour
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person Yes 

Types of Training

Training Docs Yes 
Webinars Yes 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Fortanix

Founded

2016

Country

United States

Website

www.fortanix.com/platform/confidential-ai

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

cloud.google.com/security/products/confidential-computing

Product Features

Product Features

Virtual Machine

Backup Management No 
Graphical User Interface No 
Remote Control No 
VDI No 
Virtual Machine Encryption No 
Virtual Machine Migration No 
Virtual Machine Monitoring No 
Virtual Server No 

Alternatives

Alternatives

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