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| Section | Objectives |
|---|---|
| Understanding DevOps Culture | - Collaboration and communication models - DevOps lifecycle and workflows - DevOps fundamentals and principles |
| DevSecOps Pipeline - Build Stage | - Software Composition Analysis (SCA) - Container security fundamentals - Automated build security - Build pipeline security controls |
| DevSecOps Pipeline - Plan Stage | - Threat modeling methodologies - Security requirement engineering - Compliance and regulatory alignment - Risk assessment and management |
| Cloud-Native DevSecOps | - Container and Kubernetes security - Serverless security - Cloud security compliance - Cloud security principles (AWS, Azure) |
| DevSecOps Pipeline - Release & Deploy Stage | - Orchestration and deployment security - Infrastructure as Code (IaC) security - Policy as Code implementation - Configuration management security |
| DevSecOps Pipeline - Operate & Monitor Stage | - Incident response and management - Threat detection and response - Continuous security monitoring - Logging and security analytics |
| DevSecOps Pipeline - Code Stage | - Secure coding practices and guidelines - Static Application Security Testing (SAST) - Code review and security analysis - Secret management and prevention |
| Introduction to DevSecOps | - Key components and toolchain - DevSecOps concepts and philosophy - DevSecOps vs traditional security - Shift-left security approach |
| DevSecOps Pipeline - Test Stage | - Interactive Application Security Testing (IAST) - API security testing - Security regression testing - Dynamic Application Security Testing (DAST) |
| DevSecOps Governance and Culture | - Security policy and framework - DevSecOps maturity model - Team roles and responsibilities - Continuous improvement practices |
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NEW QUESTION # 103
(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: B
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 # 104
(Sandra Oliver joined SinClare Soft Pvt. Ltd. as a DevSecOps engineer in January of 2010. Her organization develops software and web applications related to the healthcare industry. Using IAST runtime security testing technology, she is detecting and diagnosing security issues in applications and APIs. The IAST solution used by Sandra encompasses a web scanner with an agent that works inside the server that hosts the application to provide additional analysis details such as the location of the vulnerability in the application code. Based on the given information, which of the following IAST solutions is Sandra using?)
Answer: D
Explanation:
Interactive Application Security Testing (IAST) solutions are classified based on how they interact with the application and runtime environment. In this scenario, the solution uses aweb scannerto actively send requests to the application while also deploying anagent inside the application serverto observe runtime behavior and map vulnerabilities directly to source code locations. This combined approach is known assemi- active IAST. It is considered "semi-active" because it actively drives traffic through the application using a scanner, while the agent passively observes execution paths, data flows, and method calls. Passive IAST solutions rely only on observing existing traffic and do not use scanners, while active IAST solutions do not typically rely on deep runtime agents in the same manner. Semi-active IAST significantly reduces false positives and provides precise remediation details, making it highly effective during the Build and Test stage, where applications are actively exercised and security issues can be identified and fixed before release.
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NEW QUESTION # 105
Sara Lindqvist, a DevSecOps engineer at a Helsinki healthtech company, must ensure that patient data used in the staging environment for testing does not expose real patient identities, while still preserving realistic data formats and referential integrity for QA testing. Which technique should Sara apply?
Answer: C
Explanation:
Data masking (or anonymization/pseudonymization) techniques replace or obscure sensitive fields such as names, national ID numbers, or medical record identifiers with realistic but non- identifying substitute values, while preserving data format, structure, and referential integrity needed for effective QA testing -- exactly satisfying Sara's dual requirement of privacy protection and testing realism. Fully replicating production data with no changes would expose real patient identities in a lower-security environment, violating privacy regulations like HIPAA or GDPR.
Disabling the staging environment entirely would prevent QA testing altogether, which is not a viable solution to the data privacy problem. Encrypting the entire database with a single shared key visible to all developers does not actually anonymize the data -- anyone with that key could still view real patient identities, and broad key visibility itself creates a serious exposure risk.
Since Sara needs privacy-preserving yet realistic test data, data masking/anonymization is correct.
NEW QUESTION # 106
(Amy Ryan is a DevSecOps engineer in an IT company that develops software products and web applications related to cyber security. She is using Anchore tool for container vulnerability scanning and Software Bill of Materials (SBOM) generation. It helped her to perform quick scanning and generating a list of known vulnerabilities from an SBOM, container image, or project directory. Which of the following commands should Amy run to include software from all the image layers in the SBOM?.)
Answer: B
Explanation:
Syft is used by Anchore to generate Software Bill of Materials (SBOMs) from container images and directories. By default, Syft may only analyze the squashed image view. Using the --scope all-layers flag instructs Syft to include software components fromall image layers, ensuring comprehensive visibility into dependencies introduced at every stage of image creation. The other options use invalid syntax or unsupported flags. Including all layers during SBOM generation improves vulnerability detection accuracy and supports compliance requirements, making it a critical practice during the Build and Test stage.
NEW QUESTION # 107
Brett Ryan has been working as a senior DevSecOps engineer in an IT company in Charleston, South Carolina. He is using git-mutimail tool to send email notification for every push to git repository. By default, the tool will send one output email providing details about the reference change and one output email for every new commit due to a reference change. How can Brett ensure that git-multimail is set up appropriately?
Answer: C
Explanation:
The git-multimail tool provides a mechanism to verify whether it has been installed and configured correctly before being relied upon for production notifications. This verification is done using an environment variable named GIT_MULTIMAIL_CHECK_SETUP. When this variable is set to a non-empty string, git-multimail performs a setup validation and outputs diagnostic information to confirm that configuration values, hooks, and parameters are correctly defined. This helps prevent silent failures where commits occur but email notifications are not sent. Options that reference GITHUB_MULTIMAIL_CHECK_SETUP are incorrect because git-multimail is not limited to GitHub and does not use that variable name. Additionally, setting the variable to an empty string does not trigger the setup check. Ensuring proper configuration during the Code stage is important because it supports auditability, traceability, and timely communication among development and security teams. Therefore, Brett must run the environment variable GIT_MULTIMAIL_CHECK_SETUP with a non-empty value to ensure the tool is set up appropriately.
NEW QUESTION # 108
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