# ML software supply chain security

Published articles for ML software supply chain security.

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## Announcing early access to Chainguard's CUDA Optimized Images

DevFeed: [Announcing early access to Chainguard's CUDA Optimized Images](<https://devfeed.tech/articles/announcing-early-access-to-chainguard-s-cuda-optimized-images-12885.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/announcing-early-access-to-chainguards-cuda-optimized-images>)

Published: 2024-04-25T00:00:00Z

Content type: news

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [CUDA](<https://devfeed.tech/topics/cuda.md>), [container images](<https://devfeed.tech/topics/container-images.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [PyTorch](<https://devfeed.tech/topics/pytorch.md>), [Security](<https://devfeed.tech/topics/security.md>), [Vulnerabilities](<https://devfeed.tech/topics/vulnerabilities.md>), [model-deployment](<https://devfeed.tech/topics/model-deployment.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-and-cybersecurity](<https://devfeed.tech/tags/ai-and-cybersecurity.md>), [ai-development](<https://devfeed.tech/tags/ai-development.md>), [ai-software-supply-chain](<https://devfeed.tech/tags/ai-software-supply-chain.md>), [ai-software-supply-chain-security](<https://devfeed.tech/tags/ai-software-supply-chain-security.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-images](<https://devfeed.tech/tags/chainguard-images.md>), [chainguard-pytorch-image](<https://devfeed.tech/tags/chainguard-pytorch-image.md>), [container-images](<https://devfeed.tech/tags/container-images.md>), [containers](<https://devfeed.tech/tags/containers.md>), [cuda](<https://devfeed.tech/tags/cuda.md>), [cves](<https://devfeed.tech/tags/cves.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [image-cves](<https://devfeed.tech/tags/image-cves.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [ml](<https://devfeed.tech/tags/ml.md>), [ml-and-cybersecurity](<https://devfeed.tech/tags/ml-and-cybersecurity.md>), [ml-software-supply-chain](<https://devfeed.tech/tags/ml-software-supply-chain.md>), [ml-software-supply-chain-security](<https://devfeed.tech/tags/ml-software-supply-chain-security.md>), [model-deployment](<https://devfeed.tech/tags/model-deployment.md>), [nemo](<https://devfeed.tech/tags/nemo.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [pytorch](<https://devfeed.tech/tags/pytorch.md>), [security](<https://devfeed.tech/tags/security.md>)

### AI overview

Chainguard announces early access to CUDA Optimized Images, designed to secure and simplify the deployment and management of NVIDIA accelerated AI applications in containers. The images target model deployment tampering, container vulnerabilities, large image sizes, driver and CUDA compatibility issues, dependency mismatches, and GPU debugging challenges.

### Source excerpt

Accelerate AI development with Chainguard's CUDA Optimized Images. Secure, streamlined NVIDIA deployments -- join our Early Access Program!