Develop a security and compliance plan

Your organization is adopting GitHub Copilot and wants to ensure that no proprietary code is used to train models. Which setting should you configure in the GitHub organization?

You are analyzing Azure DevOps audit logs with the KQL query above. Your security team wants to ensure that only approved service connections are used. After running the query, you find multiple service connections created by a user who is not on the approved list. What should you do next?

Your organization uses Azure DevOps with multiple teams. You are tasked with creating a security and compliance plan. The environment includes: Azure Repos for source control, Azure Pipelines for CI/CD, and Azure Artifacts for package management. Requirements: 1) All code changes to the main branch must be reviewed by at least one member of the security team. 2) Deployment to production requires approval from a manager. 3) Secrets must be stored securely and rotated every 90 days. 4) Pipeline logs must be retained for 1 year for audit purposes. You have configured branch policies requiring a minimum number of reviewers and mandatory security team review. For production deployments, you have added a manual approval gate. Secrets are stored in Azure Key Vault with automatic rotation. However, the audit team reports that pipeline logs are only retained for 30 days. You need to extend log retention to 1 year. What should you do?

Your company uses Azure Key Vault to store secrets. Which TWO actions should you take to ensure secure access? (Select TWO.)

Your team uses GitHub and wants to automatically detect and block secrets pushed to repositories. Which GitHub feature should you enable?

Refer to the exhibit. Your organization has configured an Azure DevOps pipeline security setting that enforces a required template for all pipelines deploying to production and staging. The required template 'security-validation.yml' runs a series of security scans and compliance checks. A developer creates a new pipeline that deploys to a test environment, but the pipeline does not reference the required template. What will happen?

Your organization uses Azure DevOps to manage CI/CD pipelines. The security team requires that all pipeline runs use a specific service connection that references a managed identity in Microsoft Entra ID. However, some developers have been using personal access tokens (PATs) in their pipelines, bypassing the managed identity. What should you implement to enforce the use of the managed identity service connection?

Drag and drop the steps to configure Azure Monitor alerts for application performance into the correct order.

Your organization uses Microsoft Purview to classify and protect sensitive data. You need to ensure that source code in Azure DevOps repositories containing credit card numbers is detected and flagged. What should you configure?

You are reviewing an Azure Policy assignment in a DevOps environment. The exhibit shows the policy assignment JSON. The policy set includes the built-in policy 'Allowed Locations' with effect Deny. During a pipeline deployment, a resource creation fails with a policy violation error. The resource being deployed is a storage account in the 'centralus' region. What is the most likely reason for the failure?

Your team uses GitHub for source control and GitHub Actions for CI/CD. Security policy requires that all code changes must be signed by a verified contributor using a GPG key. You need to enforce this requirement at the organization level. However, some developers use SSH keys for authentication, and you want to allow them to continue. What should you do?

Your organization uses Azure Key Vault to store secrets and certificates used in Azure Pipelines. You need to implement a security and compliance plan that ensures secrets are rotated automatically and access is audited. Which THREE actions should you take?

Your organization uses Microsoft Defender XDR to secure Azure DevOps pipelines. You need to ensure that any build pipeline triggered by a pull request automatically runs a security scan and fails if critical vulnerabilities are found. What should you configure?

Your company uses Microsoft Sentinel for security monitoring. Azure DevOps pipelines deploy resources to production. You need to create an automated response that triggers when Sentinel detects a high-severity alert related to unauthorized pipeline changes. The response should temporarily disable the service connection used by the pipeline and notify the security team. What should you do?

You are evaluating an Azure Policy assignment for Azure Pipelines. What does this policy audit?

Your company uses GitHub Enterprise and wants to implement a secret scanning policy to detect and block secrets (e.g., API keys) in code pushes. The policy must allow exceptions for test repositories that use fake secrets. What is the recommended approach?

Your organization uses Microsoft Defender for Cloud to monitor Azure resources. The compliance team needs to ensure that all Azure DevOps projects have their pipelines scanned for security issues before deployment. Which integration should you use?

You need to implement a compliance framework that ensures Azure Pipelines build agents are always patched with the latest security updates. What should you use?

You are designing a compliance plan for Azure DevOps. The compliance officer requires that all changes to build pipelines are audited and cannot be reverted without approval. What should you implement?

You are deploying a web app to Azure App Service using Azure Pipelines. The security team requires that all secrets are stored in Azure Key Vault and retrieved at deployment time. What is the best approach?

Which THREE measures should you implement to protect secrets (e.g., API keys, passwords) used in Azure Pipelines?

Your organization uses GitHub Actions for CI/CD. The security team requires that all workflows are stored in a central repository and that only approved actions can be used. What should you implement?

Your team uses Azure DevOps and wants to enforce branch protection policies for all repositories in a GitHub Advanced Security-enabled organization. Which approach should you use to ensure that pull requests require a successful status check from a required workflow?

Which TWO actions should you take to ensure that Azure Pipelines artifacts are securely stored and access is audited?

Your team uses Azure Pipelines to deploy a web app to Azure App Service. You need to ensure that secrets (e.g., connection strings) are not exposed in the pipeline logs. What is the recommended approach?

Your organization is implementing a security compliance plan for Azure DevOps. Which TWO actions help enforce the principle of least privilege?

Which TWO actions should you take to ensure that Azure Pipelines artifacts are scanned for vulnerabilities before production deployment? (Choose two.)

Your organization requires compliance with SOC 2 and needs to audit all changes to Azure Pipelines. What should you enable?

Your team uses GitHub Actions for CI/CD and must ensure that only approved contributors can merge code to the main branch. You need to enforce a policy where every pull request must be reviewed by at least two members of the security team. Which branch protection rule should you configure?

Your company uses Azure DevOps and must comply with SOC 2. The auditor requires proof that all production deployments went through a change management process with approval. What should you implement?

Your organization uses Microsoft Entra ID. You want to ensure that only users from specific countries can access Azure DevOps. Which security feature should you configure?

Your organization uses Microsoft Purview to manage sensitive data in Azure DevOps repositories. The compliance team needs to automatically classify and label source code that contains personally identifiable information (PII). Which solution should you use?

Your team uses Azure Pipelines to deploy to multiple environments. You need to ensure that deployment to the production environment requires approval from the security team. What should you configure?

You are designing a security compliance plan for a GitHub Enterprise environment. Which THREE practices should you implement? (Select THREE.)

Your organization uses Azure DevOps and Azure Policy to enforce compliance. You need to ensure that all Azure resources deployed by Azure DevOps pipelines have specific tags (e.g., CostCenter and Environment) applied. Which TWO approaches can achieve this? (Choose TWO.)

Your organization uses Azure DevOps and wants to enforce that all pipelines use a specific set of approved tasks. How can you achieve this?

You are designing a security compliance plan for Azure Pipelines. The plan must ensure that no pipeline can use variables containing secrets unless those variables are stored in Azure Key Vault and referenced via a variable group linked to Key Vault. What is the best way to enforce this across all pipelines in an Azure DevOps organization?

Refer to the exhibit. You run a KQL query in Microsoft Sentinel to audit Azure Container Registry login failures. The result shows 15 failed push attempts to the 'contoso/webapp' repository and 3 failed pull attempts to 'contoso/api'. What is the most likely security implication?

Which TWO tools can be used to enforce branch protection policies in GitHub repositories? (Choose two.)

You receive a GitHub Dependabot alert as shown. The repository 'my-app' is internal. What is the best immediate action to mitigate the risk?

You are designing a compliance strategy for Azure DevOps pipelines that deploy to production. The company policy requires that all production deployments must be reviewed by a security lead. Additionally, the deployment must use a specific release pipeline that has been pre-approved. How should you implement this?

Your team uses Microsoft Defender for Cloud to monitor Azure resources. You need to ensure that all Azure DevOps pipelines are scanned for security misconfigurations before deployment. Which integration should you enable?

Refer to the exhibit. You have configured a Conditional Access policy in Microsoft Entra ID to require MFA for Azure DevOps. However, users report that they can still access Azure DevOps without MFA when using a PAT for authentication. What is the most likely reason?

Your team uses GitHub repositories and wants to ensure that all code changes are signed by a verified contributor before merging. Which branch protection rule should you enable?

Your organization uses Azure DevOps for a multi-tier web application. The application consists of a React frontend, a Node.js API, and a SQL database. The security team has mandated the following: (1) All code changes must be scanned for secrets before merging to the main branch. (2) Infrastructure-as-code templates (ARM) must be validated for security compliance before deployment. (3) Production deployments must use a service connection with a managed identity that has only the required permissions. You have set up a CI/CD pipeline with two stages: Build and Release. The Build stage runs on pull requests and the Release stage deploys to a production environment. Recently, a developer accidentally committed a secret (API key) to a configuration file. The secret was not caught by the pipeline, and the code was merged to main. You need to prevent this in the future. What should you do?

Your company uses GitHub and wants to implement a compliance framework that requires signed commits for all repositories. Developers use various IDEs and Git clients. What is the best way to enforce signed commits across the organization?

Your team uses GitHub and wants to automatically detect exposed credentials in code. Which GitHub feature should you enable?

A financial services company uses Azure DevOps and requires that all secrets (e.g., API keys, connection strings) be stored in Azure Key Vault. They have a pipeline that runs automated tests and deploys to staging. The pipeline uses a variable group linked to Key Vault to retrieve secrets. Recently, the pipeline failed with the error: 'Secret 'DbPassword' not found in Key Vault 'kv-prod'. Ensure the secret exists and the service principal has List permission.' The secret exists in the vault. What is the most likely cause?

Which TWO compliance frameworks are directly supported by Microsoft Purview Compliance Manager for Azure DevOps?

Your company, Contoso Ltd., is a financial services firm that must comply with PCI DSS. You manage a Azure DevOps organization with over 200 projects. Each project uses a service principal to deploy to Azure using service connections stored in library variable groups. Recently, an auditor flagged that a developer used a service principal with Contributor rights on a production subscription to accidentally delete a storage account. The developer had been granted access to the variable group containing that service principal's credentials. You are tasked with implementing a security and compliance plan to prevent this from recurring. The solution must minimize administrative overhead and follow the principle of least privilege. Current environment: All service principals are created in Azure AD and assigned to variable groups. Developers are granted 'User' access level in Azure DevOps and are members of various teams. You have the ability to create Azure AD groups and custom roles. Which course of action should you take?

You are reviewing a pipeline YAML file. The variable 'prod-db-password' is stored in a variable group linked to Azure Key Vault. However, the pipeline fails with an error that the secret cannot be accessed. What is the most likely cause?

You are using GitHub Advanced Security. The security team wants to prevent developers from introducing code with high-severity vulnerabilities. What is the best way to enforce this?

Your organization is implementing a security compliance plan for Azure DevOps. Which TWO actions should you take to ensure that only authorized users can modify build pipelines?

Your team is implementing a security and compliance plan for Azure DevOps. Which TWO actions should you take to meet regulatory requirements for audit logging and access control?

Your team uses Azure DevOps and needs to ensure that secrets are not exposed in pipeline logs. Which THREE practices should you implement?

Which TWO practices should you follow to ensure compliance with regulatory requirements (e.g., PCI DSS) when using Azure DevOps? (Choose two.)

Your team uses GitHub. You need to automatically remove a user's access to all repositories when they leave the company. What is the most efficient approach?

Your team uses GitHub Enterprise and GitHub Actions for CI/CD. You need to implement a security compliance plan. The organization has the following requirements: 1) All code pushed to the main branch must be scanned for secrets and vulnerabilities. 2) Developers must use signed commits. 3) Only approved GitHub Actions can be used. 4) Dependencies must be scanned for vulnerabilities. You have enabled secret scanning and code scanning (CodeQL) on all repositories. You have configured branch protection rules to require signed commits using GPG keys. To restrict actions, you have set an allowed list of actions in the organization settings. You have enabled Dependabot alerts. However, during an audit, a reviewer notes that secret scanning alerts are not being reviewed within 30 days. You need to ensure that secret scanning alerts are triaged within 30 days. What should you do?

Your team is adopting a shift-left security approach in Azure Pipelines. They want to automatically detect secrets, such as API keys or connection strings, in source code before code is committed. Which Azure DevOps feature should be configured to scan pull requests for secrets and block the PR if any are found?

Your team uses GitHub Actions and needs to enforce that all workflows must use approved actions from a curated list. What is the best way to implement this?

Your team uses Azure Pipelines and needs to comply with SOC 2 requirements. Which TWO features should you use to meet audit log requirements? (Select TWO.)

Your team uses GitHub Enterprise with GitHub Actions. Compliance requires that all contributors sign commits with a verified GPG key. You have enabled 'Require signed commits' on the repository. However, a developer reports that their commits are being rejected even though they have configured a GPG key. The error says 'Commit must have a valid signature.' The developer's GPG key is listed in their GitHub account settings. What is the most likely cause?

Match each Azure DevOps extension type to its example.

Your team uses GitHub Actions for CI/CD and needs to ensure that secrets such as Azure service principal credentials are not exposed in logs. What is the best practice to prevent secret exposure?

Your team uses GitHub Advanced Security to identify vulnerabilities in code. Which TWO actions can you take to ensure that critical security alerts are addressed before code is merged?

Your DevOps team is using Microsoft Defender for Cloud to monitor Azure resources. Which of the following is a security recommendation that Defender for Cloud might provide?

Your organization is adopting DevSecOps and wants to integrate security scanning into the CI/CD pipeline. Which tool should you use to scan container images for vulnerabilities?

Your organization uses Microsoft Purview Data Loss Prevention (DLP) to protect sensitive data in Azure DevOps repositories. The compliance team has identified that source code containing credit card numbers (PCI data) was accidentally committed to a public repository. You need to implement a solution that meets the following requirements: (1) Automatically scan all new commits in Azure Repos for sensitive data types like credit card numbers. (2) If sensitive data is detected, automatically block the push and notify the security team. (3) The solution must be integrated with Microsoft Purview and Azure DevOps. Option A: Enable Microsoft Purview Data Loss Prevention for Azure DevOps, which automatically scans and blocks pushes containing sensitive data. Option B: Configure a branch policy in Azure Repos that runs a custom Azure Function via a service hook when a push occurs, and the function uses Purview APIs to scan the commit. Option C: Use GitHub Advanced Security secret scanning for Azure Repos, and configure a webhook to notify the security team. Option D: Install a third-party extension from Azure DevOps Marketplace that provides content scanning and configure it to block pushes. Which option is the most appropriate and efficient?

Your company uses Microsoft Defender for Cloud to monitor Azure DevOps environments. You receive an alert that a service principal has excessive permissions. What is the first step you should take to investigate and remediate?

Your team uses Azure Pipelines and wants to ensure that builds cannot access the internet to prevent data exfiltration. What should you do?

Your team uses GitHub Copilot for code suggestions. To comply with your organization's data protection policies, you need to ensure that code snippets and prompts sent to Copilot are not stored or used by Microsoft for service improvement. What should you configure?

Your organization uses Azure DevOps and requires that all pipelines enforce branch policy for pull requests. A developer creates a pipeline that builds and tests code on push to any branch. The security team wants to ensure that no code can be deployed to production without passing through a pull request with required reviewers. Which action should you take to meet this requirement?

You are reviewing an Azure Policy definition that denies pipeline creation if the pipeline template path is not '/pipeline-templates/my-template.yml'. What does this policy do?

You are implementing a secrets management strategy for a multi-cloud deployment. You need to securely store and rotate API keys for a third-party service. Which Azure service should you use?

A company uses Azure DevOps and has a security policy that all pipeline runs must use a specific service connection scoped to a resource group. A developer reports that a pipeline fails with the error: 'The service connection does not have permission to access the resource.' What is the most likely cause?

You need to ensure that only authorized users can access the Azure DevOps organization. Which identity provider should you configure for single sign-on (SSO)?

Your Azure DevOps organization contains multiple teams. You need to ensure that code reviews require approval from a member of the security team before merging to the main branch. What is the best way to implement this?

Your organization uses Azure Boards and requires that all changes to work items in the 'Security' area path be audited. Which solution ensures that any modification to a work item triggers an audit event in Microsoft Sentinel?

Your organization is adopting GitHub Copilot for developers. Which security measure should you implement to ensure that no proprietary code is inadvertently shared with the AI model?

Your organization is adopting GitHub Advanced Security. Which THREE features should you enable to improve security?

A company uses Azure DevOps for CI/CD. The security team requires that all pipeline runs must use a specific service connection (ServiceConnection-Prod) that has been approved for production deployments. However, developers are accidentally using unapproved connections. You need to enforce that only the approved service connection can be used in any pipeline that deploys to the production environment. What should you do?

Your company uses Azure DevOps and must enforce that all pipelines use approved agent pools. The security team wants to prevent the use of the default agent pool. What should you do?

A company's Azure DevOps project uses a custom agent pool with self-hosted agents. The security team discovers that pipeline runs can access secrets stored in Azure Key Vault, but the team wants to ensure that secrets are only accessible to approved pipelines. Which configuration should the team implement?

Which TWO actions should you take to ensure that only approved pipelines can deploy to production in Azure DevOps? (Choose two.)

Your Azure DevOps organization has multiple projects. You need to ensure that only approved extension versions are installed across all projects. What is the most efficient way to enforce this?

Your team uses GitHub and wants to automatically detect exposed credentials in code. Which GitHub feature should you enable?

Your team is using GitHub Enterprise and wants to ensure that every pull request includes a link to a work item in Azure Boards. Which GitHub Apps or Azure DevOps Services integration should you configure?

Your organization uses GitHub Actions and needs to enforce that only approved actions from the GitHub Marketplace can be used in workflows. Developers have been using custom actions from third-party repositories. What is the most effective way to control which actions are allowed?

Your company uses GitHub Advanced Security. You need to ensure that all code in the main branch is free of high-severity secrets before deployment. What is the most efficient way to enforce this?

A company uses Microsoft Defender for Cloud to assess the security posture of Azure Pipelines agents. They notice that self-hosted agents are flagged as having high-severity vulnerabilities. What is the recommended action to remediate these findings while minimizing downtime?

Your company uses Microsoft Purview to manage data governance. You need to classify a new dataset containing personally identifiable information (PII) and apply a data loss prevention (DLP) policy. What should you do first?

A company is adopting Azure DevOps and needs to ensure that all pipelines comply with regulatory standards. The security team wants to enforce that every build includes a security scan and that deployment to production requires approval from a compliance officer. Which TWO actions should the DevOps engineer take?

Your team uses GitHub Actions for CI/CD. Security policies require that secrets must be automatically rotated every 90 days. Which Azure DevOps feature should you integrate to enforce this requirement?

Your team uses Azure Pipelines to deploy to multiple environments. The compliance team requires that all deployments to the production environment are approved by a security officer. Which feature should you use?

Which THREE measures should be implemented to protect secrets in Azure Pipelines? (Choose three.)

Refer to the exhibit. You are reviewing the branch policies for the main branch in Azure Repos. The team reports that while the branch naming policy works, the approval policy does not block pull requests when only one person approves. What is the most likely cause?

A company uses Azure DevOps and needs to ensure that all pipelines use approved YAML templates from a central repository. The security team wants to prevent developers from referencing unapproved templates. What is the best way to enforce this?

Drag and drop the steps to perform a blue-green deployment in Azure using App Service slots into the correct order.

You are designing a plan to protect Azure DevOps pipelines from supply chain attacks. Which TWO measures should you implement?

Your team uses Azure Pipelines to deploy to production. You need to ensure that deployment only proceeds if a security scan passes and a manual approval is obtained. What is the best approach?

The exhibit shows a draft Azure Monitor alert rule for Key Vault secret expiry. However, the query fails to return results for secrets that have already expired. What is the most likely reason?

You are a security engineer for a large financial institution. The organization uses Azure DevOps with multiple projects, each containing hundreds of pipelines. The security team recently discovered that several pipeline variables marked as 'Secret' were inadvertently printed to logs due to a custom script task that echoed the variable. Consequently, the compliance officer requires that all secrets used in pipelines must be centrally managed in Azure Key Vault, and any pipeline that references a variable not from Key Vault must be blocked from running. Additionally, the solution must minimize administrative overhead and provide real-time enforcement across all projects in the organization. You have the following options: Option A: Develop a custom pipeline task that checks at runtime whether all secret variables originate from Key Vault, and add it to every pipeline YAML file manually. Option B: Create an Azure Policy definition that audits pipelines for the use of non-Key Vault variables and attach it to the management group containing the Azure DevOps resources. Option C: Use Azure DevOps Audit Logs to periodically review pipeline runs and manually identify pipelines that use non-Key Vault secrets. Option D: Configure a pipeline decorator in the organization settings that injects a task at the beginning of every pipeline to validate that all secret variables are linked to Key Vault, and fail the pipeline if any are not. Which option meets the requirements most effectively?

Refer to the exhibit. You executed the Azure CLI command to list variable groups. A security audit requires that all variable groups containing secrets are configured to be authorized for all pipelines. Which statement is true based on the output?

Your company is migrating to Microsoft Entra ID and needs to manage secrets used in Azure Pipelines. Which service should you use to securely store and rotate secrets?

Your organization uses GitHub Actions and has a repository containing sensitive infrastructure code. You need to ensure that only approved actions are used in workflows. Which two settings should you configure? (Select two.)

Match each YAML pipeline trigger to its behavior.

Your team uses Azure DevOps and wants to automatically scan pull requests for secrets before they are merged. Which Azure DevOps feature should you use?

Your organization uses Azure DevOps and Azure Key Vault to manage secrets. You have a pipeline that deploys a web app to Azure App Service. The pipeline uses a variable group linked to Key Vault to retrieve the database connection string. Recently, the build started failing with the error: 'Access to Key Vault is denied. Please ensure the service connection has Get and List permissions on secrets.' The service connection uses a service principal. You have verified that the service principal has the correct Key Vault access policy with Get and List permissions. What is the most likely cause of the failure?

Your organization must comply with SOC 2 requirements. You are using Azure DevOps and need to ensure that all pipeline runs are logged and that logs are retained for at least one year. Which configuration should you implement?

Your organization requires that all code changes be signed using a valid code signing certificate before they can be merged. Which feature in GitHub should you enable to enforce this?

Your organization uses GitHub Advanced Security. A developer reports that a secret scanning alert for an Azure DevOps Personal Access Token (PAT) is a false positive. What should you do to handle this?

Your organization uses Microsoft Entra ID (formerly Azure AD) for identity management. You need to ensure that only authorized users can access the Azure DevOps organization. What is the most secure way to manage access?

Your organization uses Azure DevOps and Microsoft Entra ID. The compliance team needs to ensure that access to Azure DevOps projects is governed by conditional access policies. Which Azure DevOps integration should you use?

You need to ensure that only signed-in users can view Azure DevOps project wikis. Which setting should you configure?

Your organization uses Microsoft Entra ID for identity and Azure DevOps for source control. You need to enforce that all code changes to the main branch require a pull request with at least two approvals and no failing checks. What should you configure?

Your organization uses Azure DevOps with classic pipelines. Security audit requires that all pipeline variables containing secrets (e.g., API keys) are stored in Azure Key Vault and referenced dynamically. Currently, secrets are stored as plain text in the pipeline UI. You need to migrate to Key Vault with minimal downtime and ensure that secret values are never exposed in logs. What should you do?

Your organization uses Microsoft Entra ID and Azure DevOps. You need to ensure that only users from specific Entra ID groups can create new Azure DevOps organizations. What should you configure?

Your team is adopting GitHub Copilot for code generation. The compliance team requires that all code generated by AI is reviewed and that proprietary code is not used as training data. Which TWO settings should you configure in your GitHub organization?

Refer to the exhibit. You receive a secret scanning alert for an Azure DevOps PAT in a GitHub repository. The push_protection_bypass is false. What does this mean and what action should you take?

Which TWO actions should a DevOps engineer take to ensure that Azure DevOps pipelines comply with the principle of least privilege for service connections?

You need to ensure that only approved users can deploy to production from Azure Pipelines. What should you implement?

You are a DevOps engineer for a financial services company with strict regulatory compliance requirements (e.g., PCI-DSS, SOX). The company uses Azure DevOps for CI/CD and manages multiple projects. Each project has its own set of service connections, variable groups, and agent pools. The security team recently audited the environment and found that several service connections have been granted Contributor rights at the subscription level, and some variable groups are accessible by all pipelines across all projects. Additionally, audit logs show that a former employee's service principal still has active service connections in two projects. You need to implement a security and compliance plan to address these issues. Which approach should you take?

You are using Microsoft Defender for Cloud to secure Azure Pipelines. You need to receive alerts when a pipeline run uses a service principal with excessive permissions. Which feature should you enable?