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Question 302:

• Correct answer: C — based on the results of an organization-wide risk assessment.

• Data classification standards should reflect the organization’s risk landscape. A risk assessment identifies which information assets are most sensitive or critical and the potential impact if they are compromised.
• This ensures classification levels (e.g., public, internal, confidential) align with actual risk, not just subjective notions of confidentiality or other single factors.

• A: Focusing only on confidentiality ignores impacts on integrity and availability and may misclassify data.
• B: Segregation of duties relates to roles/access control, not how data should be classified.
• D: Authentication requirements pertain to user identity controls, not the data’s classification framework.

Question 293:

• Correct answer: C. Evidence of population completeness is not maintained.

• A: Sampling only from the current period can introduce bias, but it’s a narrower issue than lacking population completeness.
• B: Removing auditor judgment is a concern, but automation can be designed with safeguards; it’s not the single greatest risk here.
• D: Manual validation before loading data adds effort but doesn’t inherently threaten the validity of the sampling frame itself.

Question 291:

• Correct answer: B. focus the team on internal controls.

• A: Providing solutions for control weaknesses is not the facilitator’s main role; solutions typically come from the team or auditors after the assessment.
• C: Reporting on weaknesses is generally done by the CSA team or management after findings are developed.
• D: Conducting interviews to gain background information is part of data gathering, but not the primary role—the focus should remain on controls throughout the CSA.

Question 287:

• Correct answer: D

• Why: The lack of a formal recertification process means inventory data may become stale and inaccurate over time. Without periodic verification, ownership, statuses, risk rankings, and contact details can change, undermining asset management, compliance, and change control.

• Why not the others:

• Takeaway: For an IT asset inventory, implementing a formal recertification process is key to maintaining accurate, up-to-date data and effective governance.

Question 286:

• Correct answer: B

• Why: The post-implementation review should verify that the system satisfies the business requirements. UAT results show whether users validated that the system meets their needs, and sign-off from users provides formal evidence that the requirements have been met.

• Why not the others:

• Takeaway: In post-implementation reviews, evidence of requirement fulfillment from end users (UAT results and sign-off) is the most direct indication that the application meets business needs.

Question 257:

• Correct answer: Corrective

• Why: The algorithm analyzes traffic to identify spam and then quarantines those emails to contain the threat. This action occurs after detection and serves to remediate and limit impact, which aligns with a corrective control.

Question 249:
The correct answer is Risk assessment (option C).

• In the annual audit planning process, a risk assessment is required to identify and evaluate risks across the organization. This forms the basis for determining audit scope, priorities, and resource allocation.
• It helps the auditor focus on high-risk areas and align the audit plan with organizational objectives and risk tolerance.
• Why not the others:

Question 209:

• Correct answer: A. Determine the model elements to be evaluated.

• Why: When implementing an IT maturity model, you must first define the scope—which elements (process areas, governance, people, technology, etc.) will be evaluated. This establishes what you will measure and how results will be interpreted.

• Why the others aren’t first:

Question 198:
Question 198 asks about the greatest concern in an operational audit of a biometric system used for physical access.

• Answer: False positives.

• A false positive (false acceptance) means an unauthorized person is granted access, directly compromising security.
• A false negative (false rejection) mainly causes user denial and operational disruption, not a direct security breach.
• User acceptance and training affect usability, not the core security risk.

• Look at the biometric system’s error rates: FAR (false acceptance rate) vs FRR (false rejection rate).
• Auditors should assess control effectiveness, enrollment quality, anti-spoofing measures, and access logging to reduce FAR.

• Tighten thresholds, implement multi-factor authentication, enhance anti-spoofing, and ensure robust auditing of access events.

Question 164:
Answer: D. The job completes with invalid data.
Reason:

• If a high-priority update runs out of sequence, updates may apply in the wrong order or overwrite each other, resulting in data integrity problems. This directly leads to invalid or corrupted data, which is the most significant risk.

• A: Daily schedules lacking change control is a governance issue but not the immediate data integrity risk shown by out-of-sequence execution.
• B: Previous jobs may have failed could be true, but out-of-sequence indicates a concrete data integrity problem rather than just prior failures.
• C: The job may not have run to completion is possible, but out-of-sequence typically implies data correctness is compromised once it finishes.