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| Topic | Details |
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| Topic 1 | - Data Engineering: This section of the exam measures the skills of Security Analysts and Cybersecurity Engineers and covers foundational data management tasks. It includes performing data review and analysis, creating and maintaining efficient data indexing, and applying Splunk methods for data normalization to ensure structured and usable datasets for security operations.
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| Topic 2 | - Automation and Efficiency: This section assesses Automation Engineers and SOAR Specialists in streamlining security operations. It covers developing automation for SOPs, optimizing case management workflows, utilizing REST APIs, designing SOAR playbooks for response automation, and evaluating integrations between Splunk Enterprise Security and SOAR tools.
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| Topic 3 | - Building Effective Security Processes and Programs: This section targets Security Program Managers and Compliance Officers, focusing on operationalizing security workflows. It involves researching and integrating threat intelligence, applying risk and detection prioritization methodologies, and developing documentation or standard operating procedures (SOPs) to maintain robust security practices.
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| Topic 4 | - Detection Engineering: This section evaluates the expertise of Threat Hunters and SOC Engineers in developing and refining security detections. Topics include creating and tuning correlation searches, integrating contextual data into detections, applying risk-based modifiers, generating actionable Notable Events, and managing the lifecycle of detection rules to adapt to evolving threats.
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| Topic 5 | - Auditing and Reporting on Security Programs: This section tests Auditors and Security Architects on validating and communicating program effectiveness. It includes designing security metrics, generating compliance reports, and building dashboards to visualize program performance and vulnerabilities for stakeholders.
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Splunk Certified Cybersecurity Defense Engineer Sample Questions (Q20-Q25):
NEW QUESTION # 20
Which Enterprise Security components provide enrichment to the Risk Framework?
- A. Assets & Identities Framework, Threat Intelligence, Notes
- B. Risk Object, Threat Intelligence, Data Models
- C. Assets & Identities Framework, Risk Factoring, Annotations
- D. Risk Object, Notable Framework, Data Models
Answer: C
Explanation:
The Risk Framework can be enriched through the Assets & Identities Framework, Risk Factoring, and Annotations , making option A the correct combination.
The Assets & Identities Framework contributes organizational context about entities represented by risk objects. For example, a destination system may be identified as highly critical, or a user may belong to a privileged identity category. That context allows the same underlying behavior to be interpreted differently depending on the entity involved.
Risk Factors provide a mechanism for modifying risk according to contextual conditions. A detection may assign a baseline risk score, while a Risk Factor increases or otherwise adjusts the effective risk when characteristics of the affected user or asset justify higher concern.
Annotations provide structured metadata describing the detection and its security meaning, such as mappings to relevant adversary techniques or other analytical context. This makes accumulated risk more understandable and useful to analysts.
A risk object is the entity receiving risk rather than an enrichment mechanism. Data models provide normalized data structures, and the notable framework concerns analyst-facing security events rather than the complete enrichment set requested here.
Study Guide topics: Risk Framework; Assets & Identities; Risk Factors; annotations; contextual enrichment; risk objects; RBA.
NEW QUESTION # 21
When should a detection be reviewed or retuned after deployment?
- A. As defined by the established detection lifecycle.
- B. Only if it hasn't generated a finding after several weeks.
- C. Every 30 days.
- D. Only if it has generated a large amount of false positives.
Answer: A
Explanation:
A detection should be reviewed or retuned as defined by the established detection lifecycle (DDLC). This ensures detections are consistently evaluated for accuracy, effectiveness, and alignment with evolving threats, rather than only reacting to false positives or inactivity.
NEW QUESTION # 22
What is the primary function of a Lean Six Sigma methodology in a security program?
- A. Optimizing processes for efficiency and effectiveness
- B. Enhancing user activity logs
- C. Automating detection workflows
- D. Monitoring the performance of detection searches
Answer: A
Explanation:
Lean Six Sigma (LSS) is a process improvement methodology used to enhance operational efficiency by reducing waste, eliminating errors, and improving consistency.
Primary Function of Lean Six Sigma in a Security Program:
Improves security operations efficiency by optimizing alert handling, threat hunting, and incident response workflows.
Reduces unnecessary steps in SOC processes, eliminating redundancies in threat detection and response.
Enhances decision-making by using data-driven analysis to improve security metrics and Key Performance Indicators (KPIs).
NEW QUESTION # 23
What is the role of event timestamping during Splunk's data indexing?
- A. Ensuring events are organized chronologically
- B. Assigning data to a specific source type
- C. Synchronizing event data with system time
- D. Tagging events for correlation searches
Answer: A
Explanation:
Why is Event Timestamping Important in Splunk?
Event timestamps helpmaintain the correct sequence of logs, ensuring that data isaccurately analyzed and correlated over time.
#Why "Ensuring Events Are Organized Chronologically" is the Best Answer?(AnswerD)#Prevents event misalignment- Ensures logs appear in the correct order.#Enables accurate correlation searches- Helps SOC analyststrace attack timelines.#Improves incident investigation accuracy- Ensures that event sequences are correctly reconstructed.
#Example in Splunk:#Scenario:A security analyst investigates abrute-force attackacross multiple logs.
#Without correct timestamps, login failures might appearout of order, making analysis difficult.#With proper event timestamping, logsline up correctly, allowing SOC analysts to detect theexact attack timeline.
Why Not the Other Options?
#A. Assigning data to a specific sourcetype- Sourcetypes classify logs butdon't affect timestamps.#B.
Tagging events for correlation searches- Correlation uses timestamps buttimestamping itself isn't about tagging.#C. Synchronizing event data with system time- System time matters, butevent timestamping is about chronological ordering.
References & Learning Resources
#Splunk Event Timestamping Guide: https://docs.splunk.com/Documentation/Splunk/latest/Data
/HowSplunkextractstimestamps#Best Practices for Log Time Management in Splunk: https://www.splunk.com
/en_us/blog/tips-and-tricks#SOC Investigations & Log Timestamping: https://splunkbase.splunk.com
NEW QUESTION # 24
What does the following search do?

- A. Displays a list of newly created processes and the user that created them.
- B. Displays a list of processes and their parent processes.
- C. Displays a count of processes created by the same child process.
- D. Displays a count of processes created by the same user.
Answer: B
Explanation:
The search filters on EventCode=4688 (Windows event for process creation) and then uses stats count, values(process) by parent_process_name. This produces a list of processes (child processes) along with their parent processes, showing how many times each parent process created child processes.
NEW QUESTION # 25
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