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| Section | Objectives |
|---|---|
| DevSecOps Pipeline - Operate & Monitor Stage | - Logging and security analytics - Incident response and management - Continuous security monitoring - Threat detection and response |
| DevSecOps Pipeline - Release & Deploy Stage | - Infrastructure as Code (IaC) security - Configuration management security - Orchestration and deployment security - Policy as Code implementation |
| Introduction to DevSecOps | - DevSecOps vs traditional security - Shift-left security approach - Key components and toolchain - DevSecOps concepts and philosophy |
| Cloud-Native DevSecOps | - Serverless security - Cloud security principles (AWS, Azure) - Container and Kubernetes security - Cloud security compliance |
| DevSecOps Pipeline - Test Stage | - Security regression testing - API security testing - Dynamic Application Security Testing (DAST) - Interactive Application Security Testing (IAST) |
| DevSecOps Governance and Culture | - Security policy and framework - Continuous improvement practices - Team roles and responsibilities - DevSecOps maturity model |
| Understanding DevOps Culture | - DevOps lifecycle and workflows - Collaboration and communication models - DevOps fundamentals and principles |
| DevSecOps Pipeline - Build Stage | - Build pipeline security controls - Software Composition Analysis (SCA) - Automated build security - Container security fundamentals |
| DevSecOps Pipeline - Plan Stage | - Compliance and regulatory alignment - Security requirement engineering - Threat modeling methodologies - Risk assessment and management |
| DevSecOps Pipeline - Code Stage | - Secure coding practices and guidelines - Code review and security analysis - Static Application Security Testing (SAST) - Secret management and prevention |
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NEW QUESTION # 84
A DevOps team is integrating Splunk with GitLab to monitor their CI/CD pipeline and build status. They have followed the integration steps, including installing the GitLab Add-on from Splunkbase, configuring a GitLab account with the URL and a Personal Access Token in Splunk, setting environment variables for the Splunk HTTP Event Collector (HEC) endpoint and token , and using curl commands in their GitLab pipeline to send data to Splunk. Despite completing the integration, they notice that some pipeline logs are missing in Splunk, while others appear correctly. Upon further investigation, they suspect the issue is related to data formatting and log handling in Splunk. What should the team check to resolve this issue?
Answer: D
Explanation:
When some logs arrive but others are missing or malformed, the issue is typically in sourcetype parsing: updating the gitlab_json source type settings to properly handle JSON and increasing TRUNCATE values prevents long events from being cut off, resolving the missing/mangled pipeline logs. Reinstalling the add-on or manual uploads don't address parsing, and token privileges don't affect event truncation.
NEW QUESTION # 85
Terry Crews has been working as a DevSecOps engineer at an IT company that develops software products and web applications related to IoT devices. She integrated Sqreen RASP tool with Slack for sending notifications related to security issues to her team. How can Sqreen send notification alerts to Slack?
Answer: B
Explanation:
Sqreen provides runtime application self-protection (RASP) capabilities that allow teams to detect and respond to security threats in real time. Sqreen uses a structured automation mechanism called a playbook to define how security events are handled. A playbook consists of three key components: a trigger that detects suspicious or malicious behavior, a security response that defines what action Sqreen should take (such as blocking a request or flagging an attack), and a notification that sends alerts to external systems like Slack. The term "cookbook" is not used in Sqreen's alerting and response model, making options A and B incorrect. Option C incorrectly uses the phrase "Alert a response" instead of "security response," which does not accurately describe Sqreen's configuration model. By using playbooks, Sqreen enables automated detection, response, and team notification during the Operate and Monitor stage, ensuring rapid awareness and collaboration when security incidents occur.
NEW QUESTION # 86
(William McDougall has been working as a DevSecOps engineer in an IT company located in Sacramento, California. His organization has been using Microsoft Azure DevOps service to develop software products securely and quickly. To take proactive decisions related to security issues and to reduce the overall security risk, William would like to integrate ThreatModeler with Azure Pipelines. How can ThreatModeler be integrated with Azure Pipelines and made a part of William's organization DevSecOps pipeline?)
Answer: D
Explanation:
ThreatModeler integration with Azure Pipelines is achieved using abidirectional API, which allows automated and continuous interaction between the pipeline and the threat modeling platform. This bidirectional communication enables Azure Pipelines to trigger threat modeling activities while also receiving results, risk scores, and actionable insights back from ThreatModeler. Such feedback loops are critical for proactive security decision-making during the Plan stage of DevSecOps. Unidirectional APIs or UI-based integrations limit automation and do not support continuous feedback, making them unsuitable for pipeline- driven workflows. UI-based approaches also introduce manual steps, which conflict with DevSecOps principles of automation and consistency. By using a bidirectional API, William's organization can embed threat modeling into the planning process, identify architectural risks early, and ensure security considerations are continuously enforced as part of the pipeline.
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NEW QUESTION # 87
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: C
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 # 88
(Kevin Ryan has been working as a DevSecOps engineer in an MNC company that develops various software products and web applications. For easy management of secret credentials in CI/CD pipeline, he would like to integrate Azure Key Vault with Jenkins. Therefore, he created an Azure Key Vault, noted down the credentials displayed on the screen, and created a secret in Azure Key Vault. Then, he used the secret key from the credentials obtained from creating the vault. Kevin went back to Jenkins and installed Azure Key Vault plugin. Then, he navigated to Configure System under Manage Jenkins and added the URL for Azure Key Vault. How can Kevin complete the integration of Azure Key Vault with Jenkins?.)
Answer: A
Explanation:
To complete Azure Key Vault integration with Jenkins, Kevin must createnew credentialsin Jenkins under Global Credentials (unrestricted). These credentials store the Azure client ID, client secret, tenant ID, and subscription details required by the Azure Key Vault plugin to authenticate securely. Modifying old credentials can lead to misconfiguration or credential reuse risks, while restricted credentials may prevent the plugin from accessing secrets across pipelines. Creating new unrestricted credentials ensures proper authentication and controlled access to secrets during the Code stage, supporting secure secret management across CI/CD workflows.
NEW QUESTION # 89
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