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Splunk Certified Cybersecurity Defense Engineer Sample Questions (Q69-Q74):

NEW QUESTION # 69
Which Splunk feature helps to standardize data for better search accuracy and detection logic?

A. Field Extraction
B. Normalization Rules
C. Data Models
D. Event Correlation

Answer: C

Explanation:
Why Use "Data Models" for Standardized Search Accuracy and Detection Logic?
SplunkData Modelsprovide astructured, normalized representationof raw logs, improving:
#Search consistency across different log sources#Detection logic by ensuring standardized field names#Faster and more efficient querieswith data model acceleration
#Example in Splunk Enterprise Security:#Scenario:A SOC team monitors login failures acrossmultiple authentication systems.#Without Data Models:Different logs usesrc_ip, source_ip, or ip_address, making searches complex.#With Data Models:All fieldsmap to a standard format, enablingconsistent detection logic.
Why Not the Other Options?
#A. Field Extraction- Extracts fields from raw events butdoes not standardize field names across sources.#C.
Event Correlation- Detects relationships between logsbut doesn't normalize data for search accuracy.#D.
Normalization Rules- A general term; Splunkuses CIM & Data Models for normalization.
References & Learning Resources
#Splunk Data Models Documentation: https://docs.splunk.com/Documentation/Splunk/latest/Knowledge
/Aboutdatamodels#Using CIM & Data Models for Security Analytics: https://splunkbase.splunk.com/app
/263#How Data Models Improve Search Performance: https://www.splunk.com/en_us/blog/tips-and-

NEW QUESTION # 70
What are benefits of aligning security processes with common methodologies like NIST or MITRE ATT&CK?(Choosetwo)

A. Accelerating data ingestion rates
B. Enhancing organizational compliance
C. Ensuring standardized threat responses
D. Improving incident response metrics

Answer: B,C

Explanation:
Aligning security processes with frameworks likeNIST Cybersecurity Framework (CSF)orMITRE ATT&CKprovides astructured approach to threat detection and response.
Benefits of Using Common Security Methodologies:
Enhancing Organizational Compliance (A)
Helps organizationsmeet regulatory requirements(e.g., NIST, ISO 27001, GDPR).
Ensuresconsistent security controlsare implemented.
Ensuring Standardized Threat Responses (C)
MITRE ATT&CK providesa common language for adversary techniques.
ImprovesSOC workflows by aligning detection and response strategies.

NEW QUESTION # 71
A security team needs a dashboard to monitor incident resolution times across multiple regions.
Whichfeature should they prioritize?

A. Real-time filtering by region
B. Using static panels for historical trends
C. Including all raw data logs for transparency
D. Disabling drill-down for simplicity

Answer: A

Explanation:
A real-time incident dashboard helps SOC teams track resolution times by region, severity, and response efficiency.
#1. Real-time Filtering by Region (A)
Allows dynamic updates on incident trends across different locations.
Helps SOC teams identify regional attack patterns.
Example:
A dashboard with dropdown filters to switch between:
North America # Incident MTTR (Mean Time to Respond): 2 hours.
Europe # Incident MTTR: 5 hours.
#Incorrect Answers:
B: Including all raw data logs for transparency # Dashboards should show summarized insights, not raw logs.
C: Using static panels for historical trends # Static panels don't allow real-time updates.
D: Disabling drill-down for simplicity # Drill-down allows deeper investigation into regional trends.
#Additional Resources:
Splunk Dashboard Design Best Practices

NEW QUESTION # 72
What key elements should an audit report include?(Choosetwo)

A. Compliance metrics
B. List of unprocessed log data
C. Asset inventory details
D. Analysis of past incidents

Answer: A,D

Explanation:
An audit report provides an overview of security operations, compliance adherence, and past incidents, helping organizations ensure regulatory compliance and improve security posture.
Key Elements of an Audit Report:
Analysis of Past Incidents (A)
Includes details on security breaches, alerts, and investigations.
Helps identify recurring threats and security gaps.
Compliance Metrics (C)
Evaluates adherence to regulatory frameworks (e.g., NIST, ISO 27001, PCI-DSS, GDPR).
Measures risk scores, policy violations, and control effectiveness.

NEW QUESTION # 73
Which report type is most suitable for monitoring the success of a phishing campaign detection program?

A. Weekly incident trend reports
B. Risk score-based summary reports
C. SLA compliance reports
D. Real-time notable event dashboards

Answer: D

Explanation:
Why Use Real-Time Notable Event Dashboards for Phishing Detection?
Phishing campaigns require real-time monitoring to detect threats as they emerge and respond quickly.
#Why "Real-Time Notable Event Dashboards" is the Best Choice? (Answer B)#Shows live security alerts for phishing detections.#Enables SOC analysts to take immediate action (e.g., blocking malicious domains, disabling compromised accounts).#Uses correlation searches in Splunk Enterprise Security (ES) to detect phishing indicators.
#Example in Splunk:#Scenario: A company runs a phishing awareness campaign.#Real-time dashboards track:
How many employees clicked on phishing links.
How many users reported phishing emails.
Any suspicious activity (e.g., account takeovers).
Why Not the Other Options?
#A. Weekly incident trend reports - Helpful for analysis but not fast enough for phishing detection.#C. Risk score-based summary reports - Risk scores are useful but not designed for real-time phishing detection.#D.
SLA compliance reports - SLA reports measure performance but don't help actively detect phishing attacks.
References & Learning Resources
#Splunk ES Notable Events & Phishing Detection: https://docs.splunk.com/Documentation/ES#Real-Time Security Monitoring with Splunk: https://splunkbase.splunk.com#SOC Dashboards for Phishing Campaigns:
https://www.splunk.com/en_us/blog/tips-and-tricks

NEW QUESTION # 74
......

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