SC-5009: Secure AI solutions in the cloud using Microsoft Defender for Cloud and Microsoft Entra

Price
$495.00 USD

Duration
0.5 Days

Delivery Methods
Virtual Instructor Led
Private Group

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Course Overview

Secure AI solutions in the cloud by configuring AI workloads, applying cloud-native protections, and reinforcing security outcomes with identity controls. Learn how AI workloads authenticate, how trust boundaries are established, and how security posture and workload protection reduce risk using Microsoft Defender for Cloud and Microsoft Foundry. Extend these protections by using Microsoft Entra to design and apply identity and access controls that explain and harden earlier security decisions. Learning outcomes:

Apply security posture management and workload protection for AI services using Microsoft Defender for Cloud
Configure and secure Microsoft Foundry environments using cloud-native security controls
Design and apply identity and access controls for AI workloads using Microsoft Entra

Who Should Attend?

This course is intended for professionals responsible for securing and operating AI workloads in the cloud. The audience includes cloud security engineers, platform engineers, and application teams working with AI services who need to understand how workload protection, security posture, and identity controls apply to AI environments. Familiarity with Azure, cloud-native security concepts, and basic identity and access principles is recommended.

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Agenda

1 - Understand how Microsoft Defender for Cloud supports AI security and governance in Azure

Understand AI services in Azure
Understand AI security risks in Azure
AI guardrails and protections in Azure
How Azure security and governance tools support AI workloads
Module assessment

2 - Protect AI workloads with Microsoft Defender for Cloud

Enable the AI workloads plan
Review insights in the Data & AI security dashboard
Assess and improve AI security posture with Cloud Security Posture Management (CSPM)
Detect AI threats at runtime with Cloud Workload Protection (CWP)
Investigate AI security alerts with prompt evidence in Microsoft Defender XDR
Module assessment

3 - Configure and manage guardrails in Microsoft Foundry

Understand guardrails and Microsoft Content Safety
Understand safety controls in Microsoft Foundry
Try out built-in guardrails
Create and manage blocklists in Microsoft Foundry
Configure and apply guardrails in Microsoft Foundry
Choose and refine the right guardrails for your AI workloads
Module assessment

4 - Secure Microsoft Foundry environments

Control access to Microsoft Foundry with Microsoft Entra ID
Manage access within Microsoft Foundry projects
Secure Microsoft Foundry secrets with Azure Key Vault (preview)
Isolate networks with managed virtual network and Private Link
Enable diagnostic logging in Microsoft Foundry
Module assessment

5 - Understand identity architecture for AI workloads

Identity as the control layer for AI solutions
Management plane and data plane access in AI workloads
Authentication flows for AI endpoints in Microsoft Foundry
Human and workload identities in AI workloads
Role assignments and scope in AI environments
Common identity misconfigurations in AI deployments
Module assessment

6 - Implement access management for Azure resources

Assign Azure roles
Configure custom Azure roles
Create and configure managed identities
Access Azure resources with managed identities
Analyze Azure role permissions
Configure Azure Key Vault RBAC policies
Retrieve objects from Azure Key Vault

7 - Plan, implement, and administer Conditional Access

Plan security defaults
Plan Conditional Access policies
Implement Conditional Access policy controls and assignments
Test and troubleshoot Conditional Access policies
Implement application controls
Implement session management and continuous access evaluation
Microsoft Entra Conditional Access Optimization agent
Module assessment

8 - Manage Microsoft Entra Identity Protection

Review identity protection basics
Implement and manage user risk policy
Monitor, investigate, and remediate elevated risky users
Implement security for workload identities
Explore Microsoft Defender for Identity
Explore the Identity Risk Management Agent
Module assessment

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CourseID: 3606835E