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Splunk SPLK-5003 Exam Syllabus Topics:

Section	Weight	Objectives
Security Operations Strategy		- Security operations planning 1. Security capability maturity planning 2. Design of detection and response workflows
Advanced Threat Intelligence and Analysis	5%	- Threat intelligence strategy development 1. Confidence scoring and curation of intelligence 2. Use of open source and commercial intelligence providers 3. Threat intelligence lifecycle integration - Adversary modeling and emulation 1. Threat modeling integration into security operations
Security Data Management	20%	- Security data integration strategies 1. Security data onboarding and normalization approaches 2. Data-driven security architecture design
Security Architecture and Defense Design		- Enterprise security architecture design 1. Workflow orchestration across SOC environments 2. Design scalable security defense controls - Risk and governance alignment 1. Security program alignment with organizational risk 2. Measurement of security effectiveness

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Splunk Certified Cybersecurity Defense Architect Sample Questions (Q99-Q104):

NEW QUESTION # 99
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 # 100
Which of the following tasks takes the largest portion of a data scientist's time?

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

Answer: D

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 # 101
Which of the following explains the benefits of modern cybersecurity defense data architectures using technologies such as data fabric, data lakes, message bus, and federated search?

A. They protect and isolate security data ensuring safe data sharing.
B. They use local storage on each security appliance to reduce network traffic and eliminate the need for search capabilities.
C. They centralize all security data into a single repository to reduce complexity and improve access speed.
D. They distribute data storage and processing, enabling different teams to manage and consume data as needed to meet their use cases.

Answer: D

Explanation:
Modern cybersecurity data architectures distribute storage, processing, routing, and access so different teams can use the right data in the right place for their specific detection, investigation, analytics, retention, and compliance needs. This avoids forcing all telemetry into one platform while still enabling broad visibility and flexible consumption.

NEW QUESTION # 102
Which of the following describes CIS controls?

A. A collection of administrative security controls that map to NIST guidelines
B. A prioritized list of technical security controls that protect against the most common attack vectors
C. A prioritized list of technical security controls that map to ISO standards
D. A collection of administrative and technical security controls that map to specific threat models

Answer: B

Explanation:
CIS Controls are a prioritized set of security safeguards designed to help organizations defend against common and high-impact cyberattack vectors. They provide practical, prescriptive guidance for improving security posture across systems, networks, applications, and data.

NEW QUESTION # 103
Which of the following is the first step in developing an effective integration strategy for diverse security data sources in a security operations center (SOC)?

A. Begin collecting available logs from all systems.
B. Define the security use cases and operational requirements that the data will support.
C. Hire a team of data engineers to manage the integrations.
D. Evaluate security information and event management (SIEM) systems.

Answer: B

Explanation:
An effective integration strategy should start by defining the security use cases and operational requirements the data must support. This ensures data onboarding is driven by detection, investigation, compliance, response, and reporting needs rather than collecting logs without a clear purpose.

NEW QUESTION # 104
......

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