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| Section | Weight | Objectives |
|---|---|---|
| Infrastructure as Code (IaC) Security | 15% | - Cloud Security
|
| Introduction to DevSecOps | 10% | - DevOps and DevSecOps Concepts
|
| Application Security Testing | 20% | - Dynamic Application Security Testing (DAST)
|
| Compliance and Governance | 15% | - Regulatory Frameworks
|
| DevSecOps Toolchain | 20% | - Secret Management
|
| DevSecOps Practices | 20% | - Continuous Integration and Continuous Delivery (CI/CD)
|
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NEW QUESTION # 116
Emma Rodriguez, a DevSecOps engineer at CyberNova Ltd., is responsible for securing a cloud-native e-commerce platform. Despite implementing security best practices during code commits, builds, and testing, the team recently discovered security vulnerabilities in the production environment, such as misconfigured cloud storage permissions and exposed API keys. To prevent similar issues, Emma decides to implement a final layer of security to identify vulnerabilities that are missed in pre-production testing activities.
Answer: D
Explanation:
Deploy-time checks are the final security layer: they evaluate configurations and artifacts as they are released into production, catching issues missed earlier-such as misconfigured cloud storage permissions and exposed API keys in the live environment. Commit-, build-, and test-time checks all occur pre-production and were already in place when the vulnerabilities slipped through.
NEW QUESTION # 117
SNF Pvt. Ltd. is a software development company located in Denver, Colorado. The organization is using pytm, which is a Pythonic Framework for threat modeling, to detect security issues and mitigate them in advance. James Harden has been working as a DevSecOps engineer at SNF Pvt. Ltd. for the past 3 years. He has created a tm.py file that describes an application in which the user logs the app and posts the comments on the applications. These comments are stored by the application server in the database and AWS lambda cleans the database. Which of the following command James can use to generate a sequence diagram?
Answer: B
Explanation:
The pytm framework generates threat models that can be visualized using PlantUML diagrams.
To create a sequence diagram, the --seq option is used with the model file, and the output is piped to the PlantUML processor. The correct command must reference the correct Java system property - Djava.awt.headless=true, which allows diagram rendering in environments without a graphical interface, such as CI/CD pipelines. Additionally, the correct jar file name is plantuml.jar.
Options using lowercase -d instead of uppercase -D are invalid, and commands referencing plantum.jar are incorrect due to a misspelled jar name. Generating sequence diagrams during the Plan stage helps DevSecOps teams visualize data flows, understand attacker paths, and identify security threats early in the application design phase.
NEW QUESTION # 118
Julian Meyer, a DevSecOps engineer at a Frankfurt logistics company, is asked to ensure that database credentials injected into containers at runtime differ per environment (dev, staging, production) and are never baked into the container image itself. Which principle should Julian follow?
Answer: B
Explanation:
Following the principle of externalized configuration (aligned with twelve-factor app methodology), secrets and environment-specific configuration should be injected into containers at runtime -- via mechanisms like Kubernetes Secrets, environment variables sourced from a vault, or mounted volumes -- rather than being baked into the image itself, ensuring the same image can be promoted safely across environments without embedding sensitive, environment-specific data.
Using Dockerfile ENV instructions to set credentials bakes secrets directly into image layers, which persist in image history and can be extracted even after removal. Hardcoding credentials per environment in separate image tags creates multiple images with embedded secrets and defeats the goal of a single, promotable artifact. Embedding credentials in an entrypoint script committed to source control exposes secrets in version history, a serious security anti-pattern.
Because Julian needs credentials that vary per environment without being embedded in the image, externalizing configuration and injecting secrets at runtime is correct.
NEW QUESTION # 119
(Joyce Vincent has been working as a senior DevSecOps engineer at MazeSoft Solution Pvt. Ltd. She would like to integrate Trend Micro Cloud One RASP tool with Microsoft Azure to secure container-based application by inspecting the traffic, detecting vulnerabilities, and preventing threats. In Microsoft Azure PowerShell, Joyce created the Azure container instance in a resource group (ACI) (named "aci-test-closh") and loaded the container image to it. She then reviewed the deployment of the container instance. Which of the following commands should Joyce use to get the logging information from the container?.)
Answer: A
Explanation:
Azure Container Instances (ACI) exposes container logs via the Azure CLI using the az container logs command. To retrieve logs, you must provide the resource group and the container group name using the long- form parameters --resource-group and --name. Option A matches the correct CLI structure and parameter format: az container logs --resource-group ACI --name aci-test-closh. Options B and D incorrectly use single- dash forms (-resource-group and -name), which are not valid for these long option names. Options C and D incorrectly use azure instead of az; the Azure CLI command group is invoked with az, not azure. Getting logs after deployment review is a critical Operate and Monitor activity: it helps confirm the container started correctly, diagnose runtime errors, and validate that runtime protection (such as a RASP/micro-agent) is functioning. This visibility supports faster incident response and helps ensure the containerized workload remains secure and stable in its runtime environment.
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NEW QUESTION # 120
Peter McCarthy is working in TetraVerse Soft Solution Pvt. Ltd. as a DevSecOps engineer. His organization develops customized software products and web applications. To develop software products quickly and securely, his organization has been using AWS cloud-based services, including AWS DevOps services. Peter would like to use CloudMapper to examine the AWS cloud environment and perform auditing for security issues. Which of the following privileges should Peter possess in order to collect information about the AWS account?
Answer: B
Explanation:
CloudMapper requires read-only access to AWS resources in order to collect metadata, visualize architectures, and perform security analysis without modifying infrastructure. The AWS-managed policy SecurityAudit provides permissions to view security-related configuration across services, while ViewOnlyAccess allows read-only access to AWS resources more broadly. Together, these policies enable CloudMapper to gather comprehensive information about the AWS environment without granting write privileges. The other options either reference invalid policy names, incorrect formatting, or excessive permissions such as AWSLambdaFullAccess, which are unnecessary and violate least-privilege principles. Granting SecurityAudit and ViewOnlyAccess aligns with secure auditing practices during the Operate and Monitor stage.
NEW QUESTION # 121
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