How to secure Vertex AI pipelines with Google Cloud tools

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AI models now power critical systems across many sectors. You’ll find them in healthcare, banking, cybersecurity, and defense. When you move these models to production on Vertex AI, the attack surface grows fast. Your data, model weights, pipelines, and APIs all face risks.

In this guide, you’ll learn how to secure models built with Vertex AI, including data sources, model files, pipelines, and endpoints, using tools already built into Google Cloud. These include identity and access management (IAM), VPC Service Controls, data loss…



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How to secure Vertex AI pipelines with Google Cloud tools


AI models now power critical systems across many sectors. You’ll find them in healthcare, banking, cybersecurity, and defense. When you move these models to production on Vertex AI, the attack surface grows fast. Your data, model weights, pipelines, and APIs all face risks.

In this guide, you’ll learn how to secure models built with Vertex AI, including data sources, model files, pipelines, and endpoints, using tools already built into Google Cloud. These include identity and access management (IAM), VPC Service Controls, data loss…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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