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| Topic | Details |
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| Topic 1 | - 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 2 | - 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 3 | - 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 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 (Q72-Q77):
NEW QUESTION # 72
What is an essential step in building effective dashboards for program analytics?
- A. Limiting the number of visualizations
- B. Avoiding the use of filters and tokens
- C. Using predefined templates without modification
- D. Applying accelerated data models for better performance
Answer: D
Explanation:
Building Effective Dashboards for Program Analytics
Well-designed dashboards help SOC teams visualize security trends, performance metrics, and compliance adherence efficiently.
#1. Applying Accelerated Data Models for Better Performance (B)
Speeds up dashboard loading times by using pre-aggregated datasets.
Improves SIEM performance when analyzing large volumes of security logs.
Example:
Instead of running a full search, an accelerated data model pre-indexes event counts by severity level.
#Incorrect Answers:
A: Using predefined templates without modification # Dashboards should be customized for security needs.
C: Avoiding the use of filters and tokens # Filters improve usability by allowing analysts to refine searches.
D: Limiting the number of visualizations # Dashboards should balance performance and visibility rather than limit insights.
#Additional Resources:
Splunk Accelerated Data Models
Building Fast and Efficient Dashboards
NEW QUESTION # 73
Which actions enhance the accuracy of Splunk dashboards?(Choosetwo)
- A. Using accelerated data models
- B. Disabling drill-down features
- C. Performing regular data validation
- D. Avoiding token-based filters
Answer: A,C
Explanation:
How to Improve Dashboard Accuracy in Splunk?
#1. Using Accelerated Data Models (Answer A)#Increases search speedand ensuresdashboards load faster.
#Provides pre-processed structured dataforreal-time analysis.#Example:ASOC dashboard tracking failed loginsuses an accelerated authentication data model forfaster rendering.
#2. Performing Regular Data Validation (Answer C)#Ensures that the indexed data is accurate and complete.
#Prevents misleading dashboardscaused by incomplete logs or incorrect field extractions.#Example:If afirewall log source stops sending data, regular validation detects missing logsbefore analysts rely on incorrect dashboards.
Why Not the Other Options?
#B. Avoiding token-based filters- Tokensimprovedashboard flexibility; avoiding themreduces usability.#D.
Disabling drill-down features- Drill-downsenhance insightsby allowing analysts to investigate details easily.
References & Learning Resources
#Splunk Dashboard Performance Optimization: https://docs.splunk.com/Documentation/Splunk/latest/Viz
/Dashboards#Using Data Models for Fast and Accurate Dashboards: https://splunkbase.splunk.com#Regular Data Validation for SOC Dashboards: https://www.splunk.com/en_us/blog/security
NEW QUESTION # 74
An engineer has been asked to build a new dashboard after an increase in login failures across the organization's Microsoft Azure domain. They need to construct a search to only display failed logins for their Azure Active Directory users, and choose a visualization that will help analysts quickly identify failed logins that originate outside of North America. Which of the following search and visualization type combinations will achieve this?
- A. Search: index="main" sourcetype="WinEventLog" | geostats latfield=geoCoordinates.latitude longfield=geoCoordinates.longitude count by loginStatus Visualization: Choropleth Map
- B. Search: index="main" sourcetype="WinEventLog" loginStatus=Failure | geostats latfield=geoCoordinates.latitude longfield=geoCoordinates.longitude count by user Visualization: Cluster Map
- C. Search: index="main" sourcetype="ms:aad:signin" | geostats latfield=geoCoordinates.latitude longfield=geoCoordinates.longitude count by user Visualization: Choropleth Map
- D. Search: index="main" sourcetype="ms:aad: signin" loginStatus=Failure | geostats latfield=geoCoordinates.latitude longfield=geoCoordinates.longitude count by user Visualization: Cluster Map
Answer: D
Explanation:
The correct sourcetype for Azure Active Directory sign-ins is ms:aad:signin, and filtering on loginStatus=Failure ensures only failed logins are shown. Using geostats with latitude and longitude fields allows plotting login attempts geographically, and a Cluster Map visualization is best for quickly identifying failed logins originating outside of North America.
NEW QUESTION # 75
Risk scores are associated with how many levels of risk in Enterprise Security by default?
- A. (3) Low, Medium, High
- B. (4) Info, Medium, High, Critical
- C. (5) Info, Low, Medium, High, Critical
- D. (6) Info, Low, Medium, High, Critical, Unknown
Answer: C
Explanation:
Splunk Enterprise Security uses five default qualitative risk levels: Info, Low, Medium, High, and Critical
. These levels provide an analyst-friendly interpretation of numeric risk scores and support prioritization within Risk-Based Alerting workflows.
Risk events are generated against a risk object , such as a user or system, and carry a numeric risk score. As multiple detections contribute evidence, risk can accumulate around that entity. Enterprise Security can then represent the resulting score through severity-style categories that allow analysts to distinguish routine informational activity from conditions requiring urgent investigation.
The five-tier model is useful because numeric scores alone do not immediately communicate operational priority. For example, an analyst viewing a Critical entity can rapidly prioritize it over an entity categorized as Low. Asset and identity context, Risk Factors, and detection-specific scoring can further influence the effective significance of accumulated risk.
"Unknown" is not part of the five default risk levels described by the answer set, while options A and B omit established categories.
The supplied study material directly covers Enterprise Security risk scoring, Risk Factors, risk objects, and contextual prioritization, although this exact stem is not present verbatim in the uploaded 60-question set.
Study Guide topics: Risk Framework, Risk-Based Alerting, risk scores, risk objects, Risk Factors, risk prioritization.
NEW QUESTION # 76
Which of the following actions will allow access to a list of alert actions via the API?
- A. | rest /services/alerts/alert actions/_acl
- B. | rest /services/alerts/correlationsearches
- C. | rest /services/alerts/adaptive_response_action
- D. | rest /services/alerts/alert_actions
Answer: D
Explanation:
The correct REST endpoint to list available alert actions in Splunk is | rest
/services/alerts/alert_actions
This returns details of all configured alert actions, allowing engineers to view and manage them through the API.
NEW QUESTION # 77
......
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