Free PDF Splunk SPLK-5003: Examinations Splunk Certified Cybersecurity Defense Architect Actual Questions - The Best VCEEngine Exam SPLK-5003 Preview

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Splunk SPLK-5003 Exam Syllabus Topics:

Section	Weight	Objectives
Security Data Management	20%	- Data quality, validation, and governance - Schema design and Common Information Model (CIM) implementation - Data retention, storage, and archiving strategies - Enterprise-scale data ingestion and normalization
Measuring and Improving Security Program Effectiveness	15%	- Maturity models and capability assessments - Security metrics and KPIs design - Continuous monitoring and improvement processes
Governance, Risk and Compliance	10%	- Risk assessment and management frameworks - Aligning security with regulatory requirements - Policy development and enforcement
Advanced Automation and Orchestration	10%	- Automation strategy and governance - Designing scalable SOAR architectures - Integration with enterprise systems and tools
Advanced Incident Response and Management	10%	- Orchestrated response workflows - Designing incident response frameworks - Post-incident activities and continuous improvement
Scaling Cybersecurity Defenses and DevSecOps	15%	- Distributed and high-availability security deployments - Security in software development lifecycle - Cloud and hybrid environment security design
Advanced Threat Intelligence and Analysis	5%	- Threat intelligence lifecycle management - Integrating threat data into security architecture - Advanced threat hunting methodologies
Security Capability Selection, Placement, and Configuration	15%	- Architectural placement and integration design - Evaluating and selecting security technologies - Optimization and tuning of security components

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Splunk Certified Cybersecurity Defense Architect Sample Questions (Q146-Q151):

NEW QUESTION # 146
Which combination of practices and technologies most effectively creates a scalable, secure
"paved road" for cloud-native application development?

A. Using Open Policy Agent (OPA) for policy-as-code enforcement, maintaining versioned architecture blueprints, and creating standardized CI/CD pipeline templates which require vault service usage.
B. Adopting Kubernetes network policies for traffic control, recommending use of security scanners in documentation, and allowing teams to select their own methods for policy enforcement.
C. Implementing AWS Identity and Access Management (IAM) policies, publishing infrastructure guidelines on an internal wiki, and using manual peer review to check compliance.
D. Deploying infrastructure-as-code templates for cloud resources, integrating static analysis in the CI pipeline to identify leaked secrets.

Answer: A

Explanation:
A scalable and secure "paved road" relies on reusable, version-controlled architecture patterns, automated policy enforcement, and standardized CI/CD templates with secure defaults. Requiring vault service usage also helps ensure secrets are handled consistently and safely across cloud- native development workflows.

NEW QUESTION # 147
Which of the following tasks takes the largest portion of a data scientist's time?

A. Data cleaning and preparation
B. Data analysis and modeling
C. Building AI agents
D. Building ML infrastructure

Answer: A

Explanation:
Data cleaning and preparation typically take the largest portion of a data scientist's time because raw data must be collected, validated, normalized, enriched, and transformed before reliable analysis or modeling can occur.

NEW QUESTION # 148
Samuel is a security architect working for a retail firm based in France. The firm is building a software product to track, store, and analyze clicks on their website. It intends to use this data for developing advertising tailored to each user to offer promotional items. Samuel is responsible for making sure the software meets the firm's compliance requirements. What feature must Samuel ensure is included?

A. Marketing analysts can export the data to a data warehouse
B. Accounts Receivable can link website clicks to realized revenue
C. Website users are able to receive discounts on promotional items
D. Website users are able to request their data be deleted

Answer: D

Explanation:
Because the firm is based in France and is collecting user behavior data for personalized advertising, GDPR requirements apply. The software must support data subject rights, including the ability for users to request deletion of their personal data.

NEW QUESTION # 149
Which of the following best describes "detection as code" as a practice relevant to a Cybersecurity Defense Architect?

A. Managing correlation searches and detection logic under version control with testing and CI/CD pipelines
B. Avoiding documentation of detection logic
C. Manually recreating detections after every Splunk upgrade
D. Writing detections exclusively in Python outside of Splunk

Answer: A

Explanation:
Detection as code refers to treating detection content (correlation searches, lookups, playbooks) as version-controlled, testable, and deployable artifacts, improving consistency, auditability, and change management.

NEW QUESTION # 150
Kevin is a SOC analyst working with the SRE team to investigate a report of slow responses from a customer-facing web application. While looking at load balancer and WAF logs, Kevin has discovered that one of the web servers hosting the application has gone offline. He does not see any alerts in the WAF or from the endpoint detection and response agent running on the web server. As part of triaging this incident, what should they do next? (Choose all that apply.)

A. Review system logs collected from the server to identify who last logged into it.
B. Provision a new server behind the load balancer to return the application to full service.
C. Review recently scheduled requests in the company's change management system that may affect the same server.
D. Change the WAF from blocking mode to alert-only mode.

Answer: A,C

Explanation:
The next triage steps should focus on determining whether the outage was caused by an authorized operational change or by activity on the affected server. Reviewing change management records can identify planned work that may explain the server going offline, while checking system logs and recent logins helps establish what happened on the host and whether further security investigation is needed.

NEW QUESTION # 151
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