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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 | - 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 4 | - 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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| Topic 5 | - 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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Splunk Certified Cybersecurity Defense Engineer Sample Questions (Q95-Q100):
NEW QUESTION # 95
A security analyst wants to validate whether a newly deployed SOAR playbook is performing as expected. What steps should they take?
- A. Automate all tasks within the playbook immediately
- B. Monitor the playbook's actions in real-time environments
- C. Test the playbook using simulated incidents
- D. Compare the playbook to existing incident response workflows
Answer: C
Explanation:
A SOAR (Security Orchestration, Automation, and Response) playbook is a set of automated actions designed to respond to security incidents. Before deploying it in a live environment, a security analyst must ensure that it operates correctly, minimizes false positives, and doesn't disrupt business operations.
Key Reasons for Using Simulated Incidents:
Ensures that the playbook executes correctly and follows the expected workflow.
Identifies false positives or incorrect actions before deployment.
Tests integrations with other security tools (SIEM, firewalls, endpoint security).
Provides a controlled testing environment without affecting production.
How to Test a Playbook in Splunk SOAR?
1. Use the "Test Connectivity" Feature - Ensures that APIs and integrations work.
2. Simulate an Incident - Manually trigger an alert similar to a real attack (e.g., phishing email or failed admin login).
3. Review the Execution Path - Check each step in the playbook debugger to verify correct actions.
4. Analyze Logs & Alerts - Validate that Splunk ES logs, security alerts, and remediation steps are correct.
5. Fine-tune Based on Results - Modify the playbook logic to reduce unnecessary alerts or excessive automation.
NEW QUESTION # 96
A Splunk administrator needs to integrate a third-party vulnerability management tool to automate remediation workflows. What is the most efficient first step?
- A. Configure custom dashboards to monitor vulnerabilities
- B. Set up a manual alerting system for vulnerabilities
- C. Write a correlation search for each vulnerability type
- D. Use REST APIs to integrate the third-party tool with Splunk SOAR
Answer: D
Explanation:
Using the third-party product ' s REST API with Splunk SOAR is the most efficient approach because SOAR is designed to orchestrate external security technologies programmatically. A REST integration allows SOAR to retrieve vulnerability information, enrich assets, initiate remediation actions, track execution status, and incorporate those operations into repeatable playbooks.
A typical workflow could use API requests to obtain vulnerability findings, identify the affected asset, determine severity, invoke a remediation or ticketing action, and subsequently verify completion. The uploaded course material emphasizes REST communication, SOAR assets, HTTP methods, authentication, and automated playbook actions as core integration concepts.
Manual alerts do not accomplish automation. Creating a separate correlation search for every vulnerability type creates unnecessary detection-management overhead and does not provide the remediation integration itself. Dashboards improve visibility but remain observational rather than actionable.
The REST approach also separates concerns appropriately: the vulnerability platform remains the source of vulnerability-management capability, while SOAR coordinates the workflow through authenticated API calls and automation logic.
Study Guide topics: Splunk SOAR, REST APIs, third-party integrations, playbooks, automated remediation, API authentication, orchestration.
NEW QUESTION # 97
An engineer is examining a correlation search as a part of a detection review, and sees that it is configured in the following fashion:

Which of the following is true about this configuration?
- A. The risk modifiers should be adjusted for an hour of data.
- B. There could be missing findings as the search frequency and time range are improperly configured.
- C. The search will run as prescribed without issue every 30 minutes.
- D. There could be missing data as the search schedule is not ingesting data properly.
Answer: B
Explanation:
The correlation search is scheduled to run every 2 minutes (*/2 * * * *) but is querying a 60-minute window (earliest = -60m@m). This large mismatch between the time range and the execution frequency is considered an improper configuration for ES correlation searches.
Such a configuration can lead to inconsistent detection behavior, including missed or duplicate findings, because the search continually reprocesses a very large window using a very short execution interval.
NEW QUESTION # 98
Which of the following is a methodology to help prevent malicious lateral movement?
- A. Zero Trust
- B. MITRE ATT&CK
- C. Lockheed Martin Cyber Kill Chain
- D. Breakglass
Answer: A
Explanation:
Zero Trust is a security methodology that helps prevent malicious lateral movement by enforcing the principle of "never trust, always verify." It restricts access based on continuous verification, least privilege, and microsegmentation, making it harder for attackers to move laterally within the network.
NEW QUESTION # 99
A SOC's Incident Response Standard Operating Procedure (SOP) calls for any phishing emails containing files to be detonated in Splunk Attack Analyzer for evaluation. Which of the following can an engineer implement to gain efficiency through automation?
- A. Automatically send all findings containing the tag "phishing" to create an email notification for the SOC.
- B. Use a SOAR playbook to submit the email to PhishTank, which will automatically handle the Splunk Attack Analyzer submission, and make this information available to an assigned analyst.
- C. Use a SOAR playbook to handle the Splunk Attack Analyzer submission and data collection steps, and make this information available to an assigned analyst.
- D. Automatically assign findings containing the tag "phishing" to analysts to speed up the start of data collection steps and reduce the time to disposition for the finding.
Answer: C
Explanation:
The most efficient approach is to use a SOAR playbook to automatically handle the Splunk Attack Analyzer submission and data collection steps, then present the results to the assigned analyst.
This reduces manual effort, accelerates phishing investigation workflows, and aligns directly with the SOC's SOP.
NEW QUESTION # 100
......
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