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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 | - 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 4 | - 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 5 | - 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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Splunk Certified Cybersecurity Defense Engineer Sample Questions (Q93-Q98):
NEW QUESTION # 93
An engineer observes a delay in data being indexed from a remote location. The universal forwarder is configured correctly.
Whatshould they check next?
- A. Increase the indexer memory allocation.
- B. Review forwarder logs for queue blockages.
- C. Reconfigure the props.conf file.
- D. Optimize search head clustering.
Answer: B
Explanation:
If there is a delay in data being indexed from a remote location, even though the Universal Forwarder (UF) is correctly configured, the issue is likely a queue blockage or network latency.
Steps to Diagnose and Fix Forwarder Delays:
Check Forwarder Logs (splunkd.log) for Queue Issues (A)
Look for messages likeTcpOutAutoLoadBalancedorQueue is full.
If queues are full, events are stuck at the forwarder and not reaching the indexer.
Monitor Forwarder Health Usingmetrics.log
Useindex=_internal source=*metrics.log* group=queueto check queue performance.
NEW QUESTION # 94
Which action improves the effectiveness of notable events in Enterprise Security?
- A. Using only raw log data in searches
- B. Disabling scheduled searches
- C. Limiting the search scope to one index
- D. Applying suppression rules for false positives
Answer: D
Explanation:
Applying suppression rules for false positives improves the operational effectiveness of Enterprise Security notable events because it reduces repetitive or known-benign findings that would otherwise consume analyst attention. Effective detection engineering is not measured simply by how many notables are generated; it is measured by whether the resulting findings are sufficiently relevant, actionable, and prioritized for investigation.
Suppression can prevent repeated findings that match defined conditions during a configured period. For example, a known administrative process, sanctioned vulnerability scanner, or repeatedly detected condition may be excluded or suppressed when its behavior has already been validated. The supplied material reinforces this principle through its discussion of correlation-search throttling , where repeated findings for the same potential incident are reduced rather than continually presented to analysts.
Limiting a search to one index can unnecessarily exclude relevant telemetry. Using only raw logs sacrifices the benefits of CIM, accelerated data models, and normalized fields. Disabling scheduled searches would prevent recurring correlation searches from identifying new suspicious activity.
Study Guide topics: correlation-search tuning, throttling/suppression, false-positive reduction, notable-event quality, analyst workload, detection effectiveness.
NEW QUESTION # 95
In the context of Splunk ' s Common Information Model (CIM), which construct ensures that events from different data sources appear in the applicable data model?
- A. Assets
- B. Hosts
- C. Field names
- D. Tags
Answer: D
Explanation:
CIM data-model datasets commonly use tags as part of their constraints to identify events belonging to a particular semantic category. Therefore, correctly applying the required tags allows heterogeneous source data to qualify for the applicable CIM dataset.
For example, authentication telemetry may originate from Windows, cloud identity systems, VPN appliances, Linux systems, or other authentication platforms. Their original vendor schemas can differ substantially. CIM provides normalization so those events can participate in a common analytical model. Tags and associated event types help categorize the events so that they meet the constraints of the relevant dataset.
Normalization requires more than tagging alone: fields must also be mapped into expected CIM field names.
However, the question asks which construct ensures events from different sources appear in the applicable data model , and the applicable dataset constraints commonly depend on CIM tags.
Hosts identify systems generating data but do not classify an event into a CIM semantic dataset. Assets provide enrichment rather than dataset membership. Field names normalize event attributes after data is appropriately classified, but they do not replace the tagging mechanism used by dataset constraints.
Study Guide topics: CIM, tags, event types, dataset constraints, data normalization, CIM-compliant ingestion.
NEW QUESTION # 96
A Detection Engineer works closely with SOC leads to define expected analyst workflows, often documented as a Standard Operating Procedure (SOP). Which capability can be used to document expected analyst actions in an investigation?
- A. Response templates
- B. Adaptive response actions
- C. Investigation notes
- D. Correlation Search Editor
Answer: A
Explanation:
Response templates in Splunk Mission Control can be used to document and standardize expected analyst actions during an investigation. They align with SOPs and ensure analysts follow consistent workflows when responding to findings.
NEW QUESTION # 97
When should a detection be reviewed or retuned after deployment?
- A. As defined by the established detection lifecycle.
- B. Only if it has generated a large amount of false positives.
- C. Only if it hasn't generated a finding after several weeks.
- D. Every 30 days.
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 # 98
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