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Updated: Jul 02, 2026

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

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

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


2. You have an Azure subscription that contains a user named User1 and an Azure Container Registry named ContReg1.
You enable content trust for ContReg1.
You need to ensure that User1 can create trusted images in ContReg1. The solution must use the principle of least privilege.
Which two roles should you assign to User1? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) AcrImageSigner
B) AcrQuarantineReader
C) AcrPush
D) AcrQuarantineWriter
E) Contributor


3. Case Study 2 - Fabrikam, Inc.
Overview
Fabrikam, Inc. is a consulting company. The company has a main office in New York City and branch offices in Amsterdam and Singapore.
Existing Environment. Network environment
The on-premises network contains a datacenter in each office.
Existing Environment. Cloud environment
Fabrikam has two Azure subscriptions named Sub1 and Sub2 and a Microsoft 365 subscription that includes Microsoft 365 E5 licenses.
All the subscriptions are linked to a Microsoft Entra tenant named fabrikam.com that contains the identities shown in the following table.

The tenant contains the groups shown in the following table.

All devices are enrolled in Microsoft Intune.
Existing Environment. Sub1 Resources
Sub1 contains a resource group named RG1 that contains the resources shown in the following table.

SQLServer1 uses Microsoft SQL Server authentication.
Sub1 has an Azure Web Application Firewall (WAF) named WAF1 that has the following types of rule sets:
- Bot Manager 1.1
- Azure-managed Default Rule Set (DRS)
Sub1 has the following compliance standards assigned in Microsoft Defender for Cloud:
- NIST SP 800-53 Rev. 4
- Microsoft cloud security benchmark (MCSB)
- System and Organization Controls (SOC) 2 Type 2
Existing Environment. Sub2 Resources
Sub2 contains a resource group named RG2.
Planned Changes and Requirements. Planned Changes
Fabrikam plans to implement the following changes:
- Deploy the following key vaults to RG1:
* AKV2 in the West Europe Azure region
* AKV3 in the Central US Azure region
* AKV4 in the East US Azure region
- Deploy the following key vaults to RG2:
* AKV5 in the East US region
- Configure VM1 to read data from storage1.
- Create function apps that have the following hosting plans:
* Fa1: Flex Consumption hosting plan
* Fa2: Consumption hosting plan
* Fa3: Dedicated hosting plan
- For WAF1, implement rate limiting rules based on the request
location.
- Enable the NIST SP 800-53 Rev. 5 compliance standard in Defender for
Cloud.
- Create a new storage account named storage2 that supports Azure Table storage.
- Enforce multifactor authentication (MFA) when database administrators access SQLdb1.
- Implement ExpressRoute circuits to the on-premises network as shown
in the following table.

- For RG1, create a new Privileged Identity Management (PIM) eligible role assignment that assigns the Contributor role to supported groups.
Planned Changes and Requirements. Technical Requirements
Fabrikam has the following technical requirements:
- If VM1 is deleted, the permissions for VM1 must be removed
automatically.
- The AKS1 managed identity must only be able to pull images from
Registry1.
- The ID1 managed identity must be able to push images to and pull
images from Registry1.
- All the data in the storage accounts must be encrypted by using
Fabrikam-managed keys.
- All outbound traffic from the function apps to the on-premises
network must use ExpressRoute circuits.
- ExpressRoute connectivity between the on-premises network and the
Azure environment must be encrypted by using Layer 2 or Layer 3
encryption.
You need to implement the planned change for storage2. The solution must meet the technical requirements for storage encryption. What should you do?

A) Create an encryption scope in storage2.
B) Configure storage2 to use an account encryption key.
C) Enable purge protection for storage2.
D) Assign an Azure role-based access control (Azure RBAC) role to storage2.


4. Note: This section contains one or more sets of questions with the same scenario and problem. Each question presents a unique solution to the problem. You must determine whether the solution meets the stated goals. More than one solution in the set might solve the problem. It is also possible that none of the solutions in the set solve the problem.
After you answer a question in this section, you will NOT be able to return. As a result, these questions do not appear on the Review Screen.
You have a Microsoft Sentinel workspace.
You have a multi-tier Security Operations Center (SOC) team.
You need to ensure that all new security incidents are assigned immediately to the Tier 1 analysts group and flagged for triage.
Solution: You create a hunting query.
Does this meet the goal?

A) Yes
B) No


5. You have two management groups named MG1 and MG2 that contain multiple Azure subscriptions. The subscriptions are linked to a Microsoft Entra tenant.
You have a user named User1 and a global administrator named Admin1.
You are informed that User1 created an Azure subscription named Sub1 under the MG2 management group and is the only owner of the subscription.
You need to ensure that Admin1 can remove the Owner role from User1 for Sub1.
What should you do first?

A) Instruct Admin1 to enable Access management for Azure resources.
B) Assign Admin1 the User Access Administrator role for Sub1.
C) Move Sub1 to MG1.
D) Instruct Admin1 to use Privileged Identity Management (PIM) to request the Security Administrator role.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: A,C
Question # 3
Answer: B
Question # 4
Answer: B
Question # 5
Answer: A

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