SPLK-5003 - Reliable Free Splunk Certified Cybersecurity Defense Architect Exam Questions

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| Section | Weight | Objectives |
|---|
| Security Architecture and Defense Design | | - Risk and governance alignment
- 1. Security program alignment with organizational risk
- 2. Measurement of security effectiveness
- Enterprise security architecture design
- 1. Design scalable security defense controls
- 2. Workflow orchestration across SOC environments
|
| Advanced Threat Intelligence and Analysis | 5% | - Threat intelligence strategy development
- 1. Use of open source and commercial intelligence providers
- 2. Confidence scoring and curation of intelligence
- 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. Data-driven security architecture design
- 2. Security data onboarding and normalization approaches
|
| Security Operations Strategy | | - Security operations planning
- 1. Design of detection and response workflows
- 2. Security capability maturity planning
|
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Splunk Certified Cybersecurity Defense Architect Sample Questions (Q21-Q26):
NEW QUESTION # 21
A SOC lead wants a single measurement that reflects how much of the organization's known attack surface has automated detection coverage. Which artifact would best provide this?
- A. A daily indexing volume report
- B. A list of all installed technology add-ons
- C. A license usage report
- D. A MITRE ATT&CK Navigator heatmap built from correlation search annotations
Answer: D
Explanation:
A MITRE ATT&CK Navigator heatmap, populated from correlation search technique annotations, visually and quantitatively shows which techniques have detection coverage, directly answering the coverage question.
NEW QUESTION # 22
Which of the following are components of the Splunk ES Asset and Identity framework? (Choose all that apply.)
- A. Notable event review
- B. Asset lookup
- C. Identity lookup
- D. Category lookup
Answer: B,C,D
Explanation:
The Asset and Identity framework relies on asset, identity, and category lookups to enrich events with contextual information about hosts and users; notable event review is a separate ES workflow feature, not part of this framework.
NEW QUESTION # 23
Which of the following tasks takes the largest portion of a data scientist's time?
- A. Building ML infrastructure
- B. Data analysis and modeling
- C. Building AI agents
- 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 # 24
Sophia manages data ingestion for her organization's SIEM. The data science team wants to perform real-time analytics on security data and asks Sophia for a copy of all new endpoint telemetry from the current point forward. The SIEM currently collects 15TB of endpoint telemetry every day. Which of the following solutions can Sophia use to best help the data science team?
- A. Export the last 12 months of telemetry data from the SIEM in JSON format.
- B. Configure the SIEM to export a CSV report of all new telemetry data every night.
- C. Export the last 12 months of telemetry data from the SIEM in OCSF.
- D. Use a message bus to send data to both the SIEM and data science team.
Answer: D
Explanation:
A message bus is the best solution because it enables endpoint telemetry to be streamed from the point of collection to multiple consumers in real time. This supports both SIEM ingestion and the data science team's analytics needs without relying on large historical exports, delayed batch reports, or inefficient nightly file generation for 15TB of daily telemetry.
NEW QUESTION # 25
Which approach most effectively minimizes the risk of secret exposure in CI/CD pipelines while also supporting automated deployments?
- A. Encrypting secrets and storing them in the same source code repository, then decrypting them at runtime.
- B. Saving secrets as environment variables in shared CI/CD runner configuration files.
- C. Hardcoding secrets in configuration files that are excluded from version control using .gitignore.
- D. Using a dedicated secrets management service to provide secrets only to authorized jobs.
Answer: D
Explanation:
A dedicated secrets management service minimizes exposure by storing secrets outside source code and CI/CD configuration files, enforcing access controls, audit logging, rotation, and short- lived retrieval by authorized pipeline jobs. This supports automated deployments while reducing the chance that credentials are leaked, reused, or exposed broadly.
NEW QUESTION # 26
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