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Microsoft Implementing End-to-End Security Controls for Cloud and AI Workloads Sample Questions:

1. You have an Azure SQL Database logical server named Server1 that contains multiple databases.
The databases contain legacy SQL authentication logins that must no longer be usable for sign-in but must NOT be removed from the databases.
You need to ensure that SQL authentication is denied for connections.
What should you do?

A) Run create USER ... FROM EXTERNAL PROVIDER on each database.
B) Assign the SQL Server Contributor role to Server1.
C) Create a Conditional Access policy.
D) Enable Microsoft Entra-only authentication for Server1.

2. A security architect is reviewing an AI application that retrieves enterprise documents using Retrieval-Augmented Generation (RAG). The architect wants to reduce the possibility of unauthorized document exposure. Which control is most important?

A) Enabling autoscaling
B) Using larger language models
C) Implementing document-level access controls
D) Increasing token limits

3. Case Study 1 - Contoso, Ltd.
Overview
Contoso, Ltd. is a consulting company that has a main office in San Francisco and a branch office in Dallas.
Contoso has a hybrid environment that contains on-premises servers connected to Azure, a Microsoft 365 E5 subscription, and an Azure subscription named Sub1.
Existing Environment. Microsoft Entra tenant
Contoso has a Microsoft Entra tenant named contoso.com that contains the users shown in the following table.

Existing Environment. On-premises environment
The on-premises network contains an Active Directory Domain Services (AD DS) forest that syncs with contoso.com. The forest contains a server named Server1 that runs Windows Server.
Existing Environment. Azure subscription
Sub1 contains the storage accounts shown in the following table.

Sub1 contains the virtual networks shown in the following table.

Sub1 contains the virtual machines shown in the following table.

The network interface of VM1 is associated with an application security group named ASG1.
Sub1 contains the resources shown in the following table.

Vault1 stores the objects shown in the following table.

Existing Environment. Privileged Identity Management (PIM) configuration You manage privileged roles by using Privileged Identity Management (PIM). The PIM role settings are configured as shown in the following table.

Existing Environment. Microsoft Sentinel configuration
Contoso has a Microsoft Sentinel workspace that contains the following tables.

Requirements. Planned changes
Contoso plans to implement the following changes:
- Integrate AKS1 with Vault1.
- Enable Microsoft Entra Kerberos authentication for all supported
storage.
- Configure auditing for sql1 by using the Azure portal and store audit logs in a centralized location.
Requirements. Technical requirements
Contoso identifies the following technical requirements:
- Protect Server1 by using file integrity monitoring.
- Protect AKS1 by using Microsoft Defender for Cloud.
- Configure Microsoft Sentinel to retain data for the maximum supported duration without changing the tier.
- Store objects used for authentication and encryption in Vault1 and
ensure that Vault1 regenerates the objects every 30 days, whenever
possible.
Hotspot Question
You need to configure Server1 to meet the technical requirements.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

4. You have an Azure subscription named Sub1 that contains multiple virtual machines. Sub1 has the Microsoft Defender Cloud Security Posture Management (CSPM) plan enabled.
You discover that Defender for Cloud fails to identify plaintext connection strings and SSH keys stored on the virtual machines.
You need to ensure that secrets can be identified on the virtual machines.
What should you do?

A) Configure the Defender for Cloud data connector in Microsoft Sentinel.
B) Enable Microsoft Defender for Key Vault.
C) Enable agentless machine scanning.
D) Deploy the Azure Monitor Agent to all the virtual machines.

5. Your organization is concerned about prompt injection attacks targeting an AI chatbot connected to internal systems. What is the most effective mitigation strategy?

A) Validate inputs and restrict tool access
B) Disable logging
C) Blindly trust model responses
D) Increase model temperature

Solutions: