# How to secure edge AI in customer-owned environments

DevFeed: [How to secure edge AI in customer-owned environments](<https://devfeed.tech/articles/how-to-secure-edge-ai-in-customer-owned-environments-7641.md>)

Original publisher: [Read original article](<https://www.microsoft.com/en-us/security/blog/2026/09/04/secure-edge-ai-customer-owned-environments/>)

Author: Shayak Lahiri

Published: 2026-09-04T19:10:10Z

Content type: article

Language: en

Sources: [Microsoft Security Blog](<https://devfeed.tech/sources/microsoft-security-blog.md>)

Topics: [AI Platforms/Deployment](<https://devfeed.tech/topics/ai-platforms-deployment.md>), [Machine Learning, Security Attacks](<https://devfeed.tech/topics/machine-learning-security-attacks.md>), [Inference](<https://devfeed.tech/topics/inference.md>), [Application Security](<https://devfeed.tech/topics/application-security.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [attacks](<https://devfeed.tech/tags/attacks.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [customer](<https://devfeed.tech/tags/customer.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [edge](<https://devfeed.tech/tags/edge.md>), [frontier-ai-models](<https://devfeed.tech/tags/frontier-ai-models.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [inference](<https://devfeed.tech/tags/inference.md>), [models](<https://devfeed.tech/tags/models.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

The article explains how moving AI inference and assets into customer-owned edge environments changes the security trust model. It recommends attestation, provenance, action mediation, and releasing sensitive assets only to trusted environments.

## Source excerpt

As AI moves into customer-owned environments, organizations need new ways to verify the systems, software, and AI assets they trust before releasing sensitive data, credentials, and models. The post How to secure edge AI in customer-owned environments appeared first on Microsoft Security Blog.