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| Section | Objectives |
|---|---|
| Understanding DevOps Culture | - DevOps lifecycle and workflows - Collaboration and communication models - DevOps fundamentals and principles |
| DevSecOps Pipeline - Build Stage | - Software Composition Analysis (SCA) - Build pipeline security controls - Automated build security - Container security fundamentals |
| DevSecOps Pipeline - Test Stage | - Security regression testing - API security testing - Interactive Application Security Testing (IAST) - Dynamic Application Security Testing (DAST) |
| Introduction to DevSecOps | - Key components and toolchain - DevSecOps vs traditional security - DevSecOps concepts and philosophy - Shift-left security approach |
| DevSecOps Pipeline - Plan Stage | - Risk assessment and management - Security requirement engineering - Compliance and regulatory alignment - Threat modeling methodologies |
| DevSecOps Pipeline - Code Stage | - Code review and security analysis - Secret management and prevention - Static Application Security Testing (SAST) - Secure coding practices and guidelines |
| DevSecOps Governance and Culture | - Team roles and responsibilities - DevSecOps maturity model - Continuous improvement practices - Security policy and framework |
| Cloud-Native DevSecOps | - Cloud security compliance - Serverless security - Container and Kubernetes security - Cloud security principles (AWS, Azure) |
| DevSecOps Pipeline - Operate & Monitor Stage | - Continuous security monitoring - Incident response and management - Logging and security analytics - Threat detection and response |
| DevSecOps Pipeline - Release & Deploy Stage | - Policy as Code implementation - Configuration management security - Orchestration and deployment security - Infrastructure as Code (IaC) security |
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NEW QUESTION # 68
William Edwards is working as a DevSecOps engineer at SVR Software Solution Pvt. Ltd. His organization develops software products and applications related to digital marketing. William integrated Prisma Cloud with Jenkins to detect threat-intelligence based threat detection. This integration will allow him to scan container images and serverless functions for security issues in the CI/CD pipeline. Which of the following is employed by Prisma Cloud to understand the normal network behavior of each customer's cloud environment to detect network anomalies and zero- day attacks effectively with minimal false positives?
Answer: B
Explanation:
Prisma Cloud leverages advanced unsupervised machine learning to establish baselines of normal behavior within a customer's cloud environment. By analyzing patterns in network traffic, resource interactions, and workload behavior without relying on labeled training data, it can detect anomalies and potential zero-day attacks with minimal false positives. Supervised approaches require predefined labels and known attack patterns, which limits effectiveness against new or unknown threats. Unsupervised data mining alone lacks the adaptive intelligence provided by machine learning models. Using unsupervised machine learning during the Build and Test stage enables continuous, intelligent security analysis across dynamic cloud-native workloads, supporting proactive threat detection in DevSecOps pipelines.
NEW QUESTION # 69
SinCaire is a software development company that develops web applications for various clients.
To measure the successful implementation of DevSecOps, the organization enforced U.S.
General Service Administrator (GSA) high-value DevSecOps metrics. Which of the following metrics implemented by SinCaire can measure the time between the code commit and production, and tracks the bug fix and new features throughout the development, testing, and production phases?
Answer: D
Explanation:
Change lead time measures the duration between a code commit and its successful deployment into production. This metric tracks how efficiently new features, bug fixes, and changes move through development, testing, and release stages. It is a key DevSecOps performance indicator used to assess pipeline efficiency and the effectiveness of automation and security integration.
Mean time to recovery focuses on restoring service after incidents, change volume measures the number of changes rather than delivery speed, and time to value is a broader business metric.
Change lead time directly reflects how well DevSecOps practices enable rapid yet secure delivery, making it the correct metric for measuring commit-to-production flow across all phases.
NEW QUESTION # 70
Lara Grice has been working as a DevSecOps engineer in an IT company located in Denver, Colorado. Her team leader has told her to save all the container images in the centos repository to centos-all.tar. Which of the following is a STDOUT command that Lara can use to save all the container images in the centos repository to centos-all.tar?
Answer: B
Explanation:
The docker save command exports one or more Docker images to a tar archive by writing the image data to standard output (STDOUT). To redirect this output into a file, the > redirection operator is used. The correct syntax is docker save <image> > <filename>.tar. In this scenario, the image repository name is centos, and the desired archive file is centos-all.tar, making option B correct. Options C and D incorrectly use input redirection (<) instead of output redirection.
Option A includes a space in the filename (centos all.tar), which would be interpreted as two separate arguments and cause an error unless quoted. Saving images to a tar archive is a common operational task used for backups, transfers between environments, or offline analysis during the Operate and Monitor stage.
NEW QUESTION # 71
William Scott has been working as a senior DevSecOps engineer at GlobalSec Pvt. Ltd. His organization develops software products related to mobile apps. William would like to exploit Jenkins using Metasploit framework; therefore, he downloaded Metasploit. He would like to initiate an Nmap scan by specifying the target IP to find the version of Jenkins running on the machine. Which of the following commands should William use to find the version of Jenkins running on his machine using Nmap?
Answer: A
Explanation:
To identify the version of a service running on a target system, Nmap uses the -sV option, which enables service version detection. The -sS flag specifies a TCP SYN scan, which is a common and efficient scanning method. Combining these two flags allows Nmap to discover open ports and accurately identify the service versions running on those ports, such as Jenkins. Options A and B reference invalid scan types (-sJ) and do not enable version detection. Option C includes the correct flags but places them in a less conventional order; however, the commonly accepted and documented usage is -sV -sS. Running this scan during the Operate and Monitor stage helps security teams understand exposed services and assess potential attack surfaces.
NEW QUESTION # 72
Peter Dinklage has been working as a senior DevSecOps engineer at SacramentSoft Solution Pvt. Ltd. He has deployed applications in docker containers. His team leader asked him to check the exposure of unnecessary ports. Which of the following commands should Peter use to check all the containers and the exposed ports?
Answer: A
Explanation:
To inspect exposed ports for running Docker containers, the recommended approach is to first retrieve container IDs using docker ps --quiet and then pass them to docker inspect. The --format option allows selective output of container configuration details, including port mappings. The command docker ps --quiet | xargs docker inspect --format ': Ports=' correctly extracts port information for each container. Options that include the --all flag or incorrect formatting are not valid for this inspection use case. Checking exposed ports is an important activity in the Operate and Monitor stage because unnecessary open ports increase the attack surface and may violate container security best practices. Regular inspection helps ensure that only required ports are exposed, supporting secure runtime operations.
NEW QUESTION # 73
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