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Splunk SPLK-5003 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Advanced Threat Intelligence and Analysis	5%	- Integrating threat data into security architecture - Advanced threat hunting methodologies - Threat intelligence lifecycle management
Topic 2: Governance, Risk and Compliance	10%	- Policy development and enforcement - Risk assessment and management frameworks - Aligning security with regulatory requirements
Topic 3: Scaling Cybersecurity Defenses and DevSecOps	15%	- Security in software development lifecycle - Cloud and hybrid environment security design - Distributed and high-availability security deployments
Topic 4: Advanced Incident Response and Management	10%	- Post-incident activities and continuous improvement - Orchestrated response workflows - Designing incident response frameworks
Topic 5: Security Data Management	20%	- Data quality, validation, and governance - Data retention, storage, and archiving strategies - Schema design and Common Information Model (CIM) implementation - Enterprise-scale data ingestion and normalization
Topic 6: Measuring and Improving Security Program Effectiveness	15%	- Continuous monitoring and improvement processes - Security metrics and KPIs design - Maturity models and capability assessments
Topic 7: Security Capability Selection, Placement, and Configuration	15%	- Optimization and tuning of security components - Evaluating and selecting security technologies - Architectural placement and integration design
Topic 8: Advanced Automation and Orchestration	10%	- Integration with enterprise systems and tools - Designing scalable SOAR architectures - Automation strategy and governance

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Splunk Certified Cybersecurity Defense Architect Sample Questions (Q34-Q39):

NEW QUESTION # 34
Which of the following tasks takes the largest portion of a data scientist's time?

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

Answer: B

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 # 35
An organization seeks to improve its cybersecurity posture and risk management strategy by implementing and adhering to NIST CSF Functions (Identify, Protect, Detect, Respond, Recover, Govern) as a shared set of practices and standard vocabulary. In what order should these CSF functions be addressed?

A. Concurrently
B. As needed
C. In CSF provided order (first to last)
D. In a cyclical manner

Answer: A

Explanation:
NIST CSF Functions are intended to be addressed concurrently as part of an integrated cybersecurity risk management approach. The functions work together to provide a shared structure for managing cybersecurity outcomes rather than a strict step-by-step sequence.

NEW QUESTION # 36
A security architect is tasked with implementing a Zero Trust architecture monitoring strategy. Which data sources are MOST critical to ingest into Splunk to monitor the continuous verification of identities and devices?

A. Physical badge reader logs and HVAC telemetry
B. Identity and Access Management (IAM) logs, Multi-Factor Authentication (MFA) logs, and Endpoint Detection and Response (EDR) telemetry
C. Web server access logs and database query execution times
D. External DNS query logs and generic network flow data

Answer: B

Explanation:
Zero Trust security models are built on the principle of continuous verification of user identities, device health, and access context before granting access. Therefore, IAM logs, MFA logs (identity verification), and EDR telemetry (device posture/health) are the most critical data sources to monitor the core pillars of a Zero Trust architecture.

NEW QUESTION # 37
Alice is tasked with improving the organization's digital resilience, specifically focusing on the ability to recover from unplanned events that impact business operations. What should Alice's first project be to advance this initiative?

A. Implement IT Infrastructure Library (ITIL) 4 methods and practices.
B. Initiate cross-functional collaboration on a new Business Continuity Plan.
C. Update the corporate Incident Response Plan to encompass ransomware response and continuity of business.
D. Test replication and failover between multiple AWS availability zones.

Answer: B

Explanation:
Digital resilience for unplanned events starts with a Business Continuity Plan because it defines how critical business operations will continue or recover during disruptions. Cross-functional collaboration is essential so recovery priorities, dependencies, roles, communication paths, and business impact requirements are understood before technical recovery testing or incident- specific playbooks are refined.

NEW QUESTION # 38
A Cybersecurity Defense Architect must design log ingestion for a cloud-native environment using AWS. Which combination is most appropriate for near real-time ingestion of CloudTrail logs?

A. Splunk Add-on for AWS with SQS-based S3 ingestion
B. Universal forwarder installed on EC2 only
C. Syslog relay from CloudTrail
D. Manual CSV export and periodic upload

Answer: A

Explanation:
The Splunk Add-on for AWS supports SQS-based S3 ingestion, which is the recommended, scalable, near real-time method for ingesting CloudTrail logs delivered to S3 buckets.

NEW QUESTION # 39
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