Advancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems

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Advancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems

Advancing Security for Large Language Models with NVIDIA GPUs and Edgeless Systems | NVIDIA Technical Blog

“Edgeless Systems introduced Continuum AI, the first generative AI framework that keeps prompts encrypted at all times with confidential computing by combining confidential VMs with NVIDIA H100 GPUs and secure sandboxing.

The launch of this platform underscores a new era in AI deployment, where the benefits of powerful LLMs can be realized without compromising data privacy and security. Edgeless Systems, a Germany-based cybersecurity company that develops open-source software for confidential computing, is collaborating with NVIDIA to empower businesses across sectors to confidently integrate AI into their operations.

The confidential LLM platform isn’t just a technological advancement—it’s a pivotal step towards a future where organizations can securely utilize AI, even for the most sensitive data.

The Continuum technology has two main security goals. It first protects the user data and also protects AI model weights against the infrastructure, the service provider, and others. Infrastructure includes the basic hardware and software stack that the given AI app runs on. This includes all of the underlying cloud platforms, as well. In the case of ChatGPT, this would be Microsoft Azure. The service provider is the entity that provides and controls the actual AI app. In the case of ChatGPT, this would be OpenAI…”

Source: developer.nvidia.com/blog/advancing-security-for-large-language-models-with-nvidia-gpus-and-edgeless-systems/

July 10, 2024
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