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If you complete the course successfully, your electronic Course Certificate will be added to your Accomplishments page - from there, you can print your Course Certificate or add it to your LinkedIn profile.

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Security Best Practices in Google Cloud: Models

Instructor: Google Cloud Training

Included with Learn more

1 module

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

3 hours to complete

Flexible schedule

Learn at your own pace

1 module

Gain insight into a topic and learn the fundamentals.

Beginner level

No prior experience required

3 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Map AI-specific threat vectors to relevant components and principles within SAIF to establish a proactive defense-in-depth strategy.
Manage AI threats by creating compensating controls.
Measure and test controls to see that they are working.
Harden AI training and inference infrastructure to protect sensitive model weights and intellectual property.

Details to know

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Add to your LinkedIn profile

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There is 1 module in this course

In this course, you'll learn how to apply Google's Secure AI Framework (SAIF) to autonomous agents, model integrity, and data pipelines.

This course equips security engineers with the skills to design, deploy, and govern a defense-in-depth architecture for AI workloads aligned with Google’s Secure AI Framework (SAIF). Throughout hands-on scenarios, learners will implement compensating controls—such as Model Armor and secure agentic data pipelines—while hardening core training and inference infrastructure against advanced threat vectors.

What's included

1 assignment1 app item9 plugins

1 assignmentTotal 10 minutes

Quiz: Security Best Practices in Google Cloud: Models10 minutes

1 app itemTotal 60 minutes

Active Shielding with Model Armor60 minutes

9 pluginsTotal 135 minutes

Course introduction15 minutes
The AI threat landscape15 minutes
Data provenance, lineage, and copyright15 minutes
Hardening the AI infrastructure15 minutes
Guarding inputs and outputs with Model Armor15 minutes
Agentic governance15 minutes
Secure RAG pipelines15 minutes
Accessing and completing labs15 minutes
Course summary15 minutes

Instructor

Google Cloud Training

Google Cloud

2,332 Courses4,568,289 learners

Offered by

Google Cloud

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Frequently asked questions

Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.

Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.

Security Best Practices in Google Cloud: Models

Security Best Practices in Google Cloud: Models

What you'll learn

Details to know

See how employees at top companies are mastering in-demand skills

There is 1 module in this course