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Splunk SPLK-5003 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Advanced Threat Intelligence and Analysis	5%	- Threat intelligence architecture 1. Threat intelligence integration 2. Threat-informed defense 3. Advanced threat analysis
Topic 2: Security Data Management	20%	- Data architecture design 1. Data lifecycle management 2. Data quality and governance 3. Security data onboarding and normalization
Topic 3: Measuring and Improving Security Program Effectiveness	15%	- Security metrics and performance 1. Continuous improvement processes 2. Risk measurement 3. Program maturity assessment
Topic 4: Advanced Incident Response and Management	10%	- Incident response architecture 1. Investigation processes 2. Incident management optimization 3. Response workflows
Topic 5: Governance, Risk and Compliance	10%	- Security governance 1. Compliance requirements 2. Policy alignment 3. Risk management frameworks
Topic 6: Security Capability Selection, Placement and Configuration	15%	- Security control architecture 1. Control placement strategies 2. Capability integration 3. Technology selection
Topic 7: Advanced Automation and Orchestration	10%	- SOAR architecture 1. Workflow automation 2. Playbook design 3. Security orchestration
Topic 8: Scaling Cybersecurity Defenses and DevSecOps	15%	- Security architecture at scale 1. Scalable defense strategies 2. DevSecOps integration 3. Enterprise security operations design

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Splunk Certified Cybersecurity Defense Architect Sample Questions (Q147-Q152):

NEW QUESTION # 147
Hannah is building a data lifecycle management strategy for her organization. She is evaluating data retention requirements such as how and when to delete or destroy data as part of that strategy. What factors must Hannah consider as part of defining data destruction requirements?
(Choose all that apply.)

A. Compliance and privacy regulations may require that data must be deleted upon customer request.
B. Legal regulations require that data be kept for a minimum period of time.
C. The organization may want to keep data forever in case of future use.
D. The organization can archive data to reduce storage costs without ever needing to delete or destroy it.

Answer: A,B

Explanation:
Data destruction requirements must account for both deletion obligations and retention obligations. Privacy and compliance rules may require data to be deleted when a valid customer request is received, while legal or regulatory requirements may require certain records to be retained for a defined minimum period before destruction is allowed.

NEW QUESTION # 148
Clara is responsible for how her organization's SIEM ingests and stores event data. The newest version of the SIEM now includes APIs for managing the data ingestion pipelines. Clara wants to evaluate methods to programmatically manage those pipelines using her company's version control and continuous integration systems. What benefits would this provide to the organization?
(Choose all that apply.)

A. Integration pipelines eliminate the need for data validation.
B. Source code commits show who made a change.
C. Version control enables the ability to revert to a previously working version if something breaks.
D. Approval workflows can require that all changes are reviewed before implementation.

Answer: B,C,D

Explanation:
Programmatically managing SIEM ingestion pipelines through version control and CI systems improves governance, reliability, and auditability. Version control allows rollback to a known-good configuration, approval workflows ensure changes are reviewed before deployment, and commit history records who made each change.

NEW QUESTION # 149
Melinda's team is responsible for maintaining detection content for a large organization. Her team consists of ten detection engineers, who need to log in to multiple SIEMs in order to make any changes to rules. Melinda wants to evaluate a "detection as code" methodology using the organization's version control and continuous integration systems. What benefits can detection as code provide her team? (Choose all that apply.)

A. Security events can be triaged and closed more quickly.
B. Version control adds the ability to audit and rollback changes.
C. Reusable components can reduce duplication and simplify rule writing.
D. Automated integration can reduce manual errors and speed up deployment.

Answer: B,C,D

Explanation:
Detection as code improves detection engineering by using CI/CD automation to validate and deploy rules consistently, reducing manual changes across multiple SIEMs. Version control provides change history, auditability, peer review, and rollback capability, while reusable components such as shared logic, templates, and macros reduce duplication and make detection development easier to maintain.

NEW QUESTION # 150
Which of the following are valid use cases for the MLTK (Machine Learning Toolkit) in a security context? (Choose all that apply.)

A. Automatically writing SPL search queries
B. Clustering similar security events for triage
C. Anomaly detection on network traffic volume
D. Predicting future login failure trends

Answer: B,C,D

Explanation:
MLTK supports anomaly detection, predictive analytics (e.g., forecasting), and clustering algorithms applicable to security data; it does not autonomously write SPL queries, which remains a manual/analyst task.

NEW QUESTION # 151
How can an organization's identity and access management (IAM) architecture enable security orchestration?

A. IAM system logs provide valuable alerts for security orchestration.
B. Allows normal users to bypass IAM controls for faster response to authentication and authorizations.
C. Provides granular permissions to automate disabling accounts, resetting passwords, or changing privileges.
D. Performs changes to IAM system settings to alter authentication methods.

Answer: C

Explanation:
IAM architecture enables security orchestration by allowing automated response actions with controlled, granular permissions. This lets SOAR workflows safely disable accounts, reset passwords, revoke sessions, or modify privileges during an investigation or containment process.

NEW QUESTION # 152
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