Secure AI Solutions

NVIDIA Confidential Computing

Securing data and AI models in use.

Overview

AI Security With Confidential Computing

As organizations turn to AI to enhance customer interactions and operational efficiency, protecting data and intellectual property becomes critical. The NVIDIA Vera Rubin NVL72 delivers the world’s first rack-scale confidential computing platform. Building on multiple generations of NVIDIA Confidential Computing support and innovation—starting with the NVIDIA Hopper™ architecture, which introduced confidential computing on the GPU, and the NVIDIA Blackwell architecture, that increased performance and expanded already robust security. Vera Rubin NVL72 delivers high-performance confidential computing that spans the entire rack while maintaining data security across CPU, GPU, and NVLink™ domains— all to protect the world’s largest proprietary models, training data, and inference workloads. With NVIDIA Confidential Computing, businesses can uncover revolutionary insights with confidence that data and models remain secure, compliant, and uncompromised.

How Confidential Computing Is Being Used

Confidential computing has implemented technology that helps protect data in use. In this Linux Foundation report, read how the future holds opportunities with AI and how organizations can protect those workloads with confidential computing.

Benefits

Confidential Computing Secures Every AI Workload

Explore how enterprises can secure the AI stack with NVIDIA Confidential Computing and Secure AI.

Unified Rack-Scale Security

NVIDIA Vera Rubin NVL72 unlocks rack-scale confidential computing across NVLink for high-speed, low-latency scaling to create a unified security domain spanning 72 NVIDIA Rubin GPUs, 36 NVIDIA Vera CPUs, and interconnects. It protects GPU execution, memory, and register states while keeping models, training data, and inference prompts isolated across the entire AI lifecycle.

High-Performance AI Security

NVIDIA Confidential Computing preserves the confidentiality and integrity of AI models deployed on Rubin, Blackwell, and Hopper GPUs. Vera Rubin NVL72 extends near-unencrypted performance to rack-scale, enabled by NVLink and NVLink-C2C. This design enables sensitive AI workloads to run securely at scale with near-native performance, even in shared or cloud environments.

No Code Changes

NVIDIA Confidential Computing on Vera Rubin, Blackwell, and Hopper GPUs allows companies to quickly move any model into a protected enclave without code changes. Just identify the workloads that need to be protected, and with a few keystrokes, those workloads are secure.

Verifiability With Device Attestation

Support a zero-trust architecture with Vera Rubin NVL72 attestation services that verify the trustworthiness of compute assets and provide cryptographic proof of compliance. Ensure that apps and data are protected regardless of where the workload is running.

Products

Confidential Computing With NVIDIA

AI security and meeting the imperatives around data sovereignty is possible today, regardless of where your data resides. NVIDIA has provided the trusted foundation to secure AI, whether data is in the cloud, hybrid cloud, or on-prem.

Secure Data On-Prem or in the Hybrid Cloud

For AI workloads that are running within a local data center or in a hybrid cloud environment, NVIDIA Confidential Computing gives organizations the tools to protect every workload with high performance.

Secure Data in the Cloud

NVIDIA Confidential Computing is available today through cloud service providers. Click below to learn how to quickly secure your AI workloads.

Verifiable Security

The NVIDIA Remote Attestation Service enables confidential computing by providing robust mechanisms to ensure the integrity, security, and verifiability of devices and platforms running in a trusted execution environment (TEE).

Use Cases

Explore Customer and Partner Success Stories

Discover how leading organizations across healthcare, financial services, manufacturing, and government are revolutionizing security with NVIDIA Confidential Computing—cutting-edge technology that keeps sensitive workloads safe while data is in use.

Confidential Containers for AI Models, Prompt, and Weight Protection

Companies are using generative AI frameworks such as Privatemode.ai to keep prompts encrypted at all times with confidential computing by combining confidential virtual machines with NVIDIA GPUs and secure sandboxing.

Public Sector Deploys Fast and Secure Data Protection

Deploy secured LLMs in less than an hour to confidently share across data silos. Find out how to use NVIDIA foundational technology to securely and seamlessly share data while quickly testing, securing, deploying, and executing code in real time.

Pharmaceutical Advancement for Drug Discovery With Secure Multi-Party Collaboration

Fortanix provides a Confidential Computing platform enabling organizations like Xeureka to manage security policies and orchestrate siloed and confidential datasets for clinical advancements.

Resources

Advance Your Understanding

Learn more about NVIDIA Confidential Computing and Secure AI by exploring our blogs, training videos, Meet the Expert recordings, and GTC sessions.

The Impact of Confidential Computing With Intel, Azure, AMD, and NVIDIA

CTOs join a panel discussion on confidential computing, common use cases, technical challenges, and attestation, and make predictions about the future of this technology, especially regarding AI, moderated by Felix Schuster (CEO, Edgeless Systems).

Performant Confidential Computing on NVIDIA GPUs

Session on performant confidential computing from security experts, NVIDIA senior director, and distinguished architects.

NVIDIA GPU-Enabled Confidential Computing on Microsoft Azure

In this Fast Chat, Mark Russinovich, Azure CTO and Technical Fellow at Microsoft, and Daniel Rohrer, VP of Software Security at NVIDIA, joins Dark Reading's Terry Sweeney.

Confidential Computing Elevating Cloud Security and Privacy

Mark Russinovich gives the keynote at CC Summit: “Confidential Computing: Elevating Cloud Security and Privacy.”

Adopters

Advancing Every Industry With Secure AI

Next Steps

Ready to Get Started?

Secure your data today in a trusted execution environment powered by NVIDIA Confidential Computing.

Azure Cloud Services

If your data is stored in Microsoft Azure cloud, protect your data in use by accessing confidential computing.

Google Cloud Services

Cloud, protect your data in use by accessing confidential computing in the Google cloud.