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ISACA CDPSE Practice Test

ISACA CDPSE Practice Test

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Questions updated at Aug 22, 2026, 8:53 PM CDT

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Today's 10 ISACA CDPSE questions

Use this ISACA CDPSE practice test to review ISACA Certified Data Privacy Solutions Engineer. Questions rotate daily and each answer links back to the source used to write it.

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Question 1 of 10
Objective Data Subject Rights, Requests, and Notification Privacy Governance (20%)

A customer requests access to all personal data. The service desk can find records in the CRM but not data held in analytics, archived support systems, or processors. The preferred action should be both risk-proportionate and operationally supportable. Which option BEST supports an auditable privacy decision?

Concept tested:
Question 2 of 10
Objective Risk Response Privacy Risk Management and Compliance (18%)

A processor presents a high residual risk because it refuses contractually required deletion verification, and equivalent providers are available. The organization intends to preserve the business objective while correcting the privacy design flaw. Which option BEST aligns with a defensible privacy-risk process?

Concept tested:
Question 3 of 10
Objective Data Analytics (Aggregation, AI, Data Warehouse) Data Life Cycle Management (23%)

A research service advertises 'differential privacy' because it adds random noise to reports, but the team has not defined a privacy budget or tested composition across repeated queries. The remediation should match the risk while still producing evidence that the control operates as intended. Which decision BEST fits the stated collection, use, retention, or transfer facts?

Concept tested:
Question 4 of 10
Objective Patch Management and Hardening Privacy Engineering (39%)

An organization hardens new servers but does not baseline or monitor configuration drift after deployment. The organization wants the narrowest action that fully resolves the privacy concern. Which design decision MOST directly reduces the privacy risk?

Concept tested:
Question 5 of 10
Objective Privacy Principles (Privacy by Design, Consent, Transparency) Privacy Governance (20%)

A product team wants a single consent switch that enables support analytics, advertising measurement, and sale of profile data even though the purposes and consequences differ. Which option provides the strongest basis for accountable privacy management?

Concept tested:
Question 6 of 10
Objective Threats and Vulnerabilities Privacy Risk Management and Compliance (18%)

A customer portal uses predictable numeric identifiers in URLs, allowing authenticated users to request other customers’ records by changing the identifier. A proportionate response is required; unnecessary restrictions would not be considered a better answer. Which response provides the strongest basis for risk treatment?

Concept tested:
Question 7 of 10
Objective Data Minimization Data Life Cycle Management (23%)

A telemetry service logs full request bodies containing customer data even though operational monitoring only requires endpoint, status, latency, and correlation ID. Assume the facts provided are the only facts available to the decision maker. What should the organization change FIRST?

Concept tested:
Question 8 of 10
Objective Privacy Enhancing Technologies (PETs) Privacy Engineering (39%)

A research team proposes synthetic data as automatically privacy-safe without evaluating whether rare source records are memorized or reproduced. Evaluate the scenario as written and avoid inferring controls that are not described. Which option provides the strongest privacy-by-design outcome?

Concept tested:
Question 9 of 10
Objective Program Monitoring and Metrics Privacy Risk Management and Compliance (18%)

Vendor reviews are all marked complete, yet several critical vendors have overdue high-risk findings with no executive visibility. Evaluate the scenario as written and avoid inferring controls that are not described. Which recommendation is MOST defensible under the stated facts?

Concept tested:
Question 10 of 10
Objective Data Inventory, Dataflow Diagram, and Classification Data Life Cycle Management (23%)

Quarterly inventory reviews rely only on application-owner questionnaires, even though cloud discovery shows several unreported stores containing personal data. Management is looking for the response that addresses the underlying privacy requirement rather than adding an unrelated safeguard. Which recommendation is MOST appropriate for this processing context?

Concept tested:
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The free daily ISACA CDPSE set includes crawlable question text, answer choices, correct answer labels, objective mapping, and source links. Only the first SEO card includes answer explanations and any extra learning features. Pro-only bank questions stay locked; this section mirrors only the 10 free daily questions already shown on this page.

Question 1 A customer requests access to all personal data. The service desk can find records in the CRM but not data held in analytics, archived support systems, or processors. The preferred action should be both risk-proportionate and operationally supportable. Which option BEST supports an auditable privacy decision?

Answer choices

  1. A. Search the authoritative system of record first and treat processor or archive searches as exception handling when the requester identifies a gap.
  2. B. Correct the master record promptly and rely on normal synchronization schedules to update downstream systems.
  3. C. Use high-assurance identity proofing for every privacy request to minimize the chance of disclosure to an impostor.
  4. D. Use the data inventory and processor relationships to search all relevant processing locations, then review the response for applicable limits before disclosure.

Correct answer

Use the data inventory and processor relationships to search all relevant processing locations, then review the response for applicable limits before disclosure.

Use the data inventory and processor relationships to search all relevant processing locations, then review the response for applicable limits before disclosure is the preferred response. Under these facts, operationalizing rights with identity assurance, scope determination, data discovery, exemptions, response tracking, and propagation across relevant systems determines the outcome. The option directly addresses that outcome rather than relying on documentation, security, or governance activity that would be secondary. Source basis: Regulation (EU) 2016/679 (General Data Protection Regulation), Articles 12 and 15-22.

Wrong-answer review

  • A. Search the authoritative system of record first and treat processor or archive searches as exception handling when the requester identifies a gap.: This option is not the most defensible choice. A system of record is a useful starting point, but rights fulfillment must cover in-scope data across the actual processing ecosystem. “Search the authoritative system of record first and treat processor or archive searches as exception handling when the requester identifies a gap” fails to resolve the part of the scenario governed by operationalizing rights with identity assurance, scope determination, data discovery, exemptions, response tracking, and propagation across relevant systems.
  • B. Correct the master record promptly and rely on normal synchronization schedules to update downstream systems.: Option B is a reasonable adjacent action, but not the controlling one. Master-data correction is useful but may not fulfill rectification if downstream processing continues using inaccurate data. These facts are resolved by operationalizing rights with identity assurance, scope determination, data discovery, exemptions, response tracking, and propagation across relevant systems, which this choice does not accomplish.
  • C. Use high-assurance identity proofing for every privacy request to minimize the chance of disclosure to an impostor.: This choice is insufficient in the stated context. Identity verification is necessary, but assurance should be proportionate so it does not create unnecessary collection or barriers to exercising rights. Although “Use high-assurance identity proofing for every privacy request to minimize the chance of disclosure to an impostor” may have value elsewhere, the governing test here is operationalizing rights with identity assurance, scope determination, data discovery, exemptions, response tracking, and propagation across relevant systems.

Extra learning features

Why candidates miss this

The distractors are all focused on technical implementation details, rather than the core requirement of operationalizing rights. The decisive clue is the emphasis on the outcome—a defensible privacy decision—which requires a holistic approach to rights fulfillment across the entire processing ecosystem. Likely wrong answer: Search the authoritative system of record first and treat processor or archive searches as exception handling when the requester identifies a gap. Review focus: Regulation (EU) 2016/679 (General Data Protection Regulation)

Objective/domain: Privacy Governance (20%)

Source: Regulation (EU) 2016/679 (General Data Protection Regulation)

Question 2 A processor presents a high residual risk because it refuses contractually required deletion verification, and equivalent providers are available. The organization intends to preserve the business objective while correcting the privacy design flaw. Which option BEST aligns with a defensible privacy-risk process?

Answer choices

  1. A. Select the control that produces the largest theoretical risk reduction even if it materially impairs the approved business objective.
  2. B. Change or avoid the vendor unless the risk can be reduced to an approved level through enforceable terms and verified controls.
  3. C. Accept the residual risk at the project level when expected business value exceeds estimated organizational loss.
  4. D. Transfer operational responsibility to a processor through contract and treat the remaining risk as owned by the vendor.

Correct answer

Change or avoid the vendor unless the risk can be reduced to an approved level through enforceable terms and verified controls.

Objective/domain: Privacy Risk Management and Compliance (18%)

Source: NIST Privacy Risk Assessment Methodology (PRAM)

Question 3 A research service advertises 'differential privacy' because it adds random noise to reports, but the team has not defined a privacy budget or tested composition across repeated queries. The remediation should match the risk while still producing evidence that the control operates as intended. Which decision BEST fits the stated collection, use, retention, or transfer facts?

Answer choices

  1. A. Use the full source dataset for model development and apply aggregation only to the final reports released to users.
  2. B. De-identify direct identifiers before analysis and rely on contractual controls for remaining quasi-identifiers.
  3. C. Evaluate the differential-privacy mechanism formally, including parameters and repeated-query composition, rather than treating arbitrary noise as a privacy guarantee.
  4. D. Restrict model access to a small analytics team while retaining the same features, labels, retention, and secondary-use scope.

Correct answer

Evaluate the differential-privacy mechanism formally, including parameters and repeated-query composition, rather than treating arbitrary noise as a privacy guarantee.

Objective/domain: Data Life Cycle Management (23%)

Source: NIST AI Risk Management Framework (AI RMF 1.0)

Question 4 An organization hardens new servers but does not baseline or monitor configuration drift after deployment. The organization wants the narrowest action that fully resolves the privacy concern. Which design decision MOST directly reduces the privacy risk?

Answer choices

  1. A. Treat successful deployment reporting as remediation evidence and verify only systems where scanning later detects the vulnerability again.
  2. B. Prioritize patches by age within each severity band so the process remains predictable and auditable.
  3. C. Harden approved images at build time and use image versioning as the main evidence that running systems remain compliant.
  4. D. Establish secure configuration baselines and monitor drift so hardening remains effective after deployment.

Correct answer

Establish secure configuration baselines and monitor drift so hardening remains effective after deployment.

Objective/domain: Privacy Engineering (39%)

Source: NIST SP 800-40 Rev. 4: Guide to Enterprise Patch Management Planning

Question 5 A product team wants a single consent switch that enables support analytics, advertising measurement, and sale of profile data even though the purposes and consequences differ. Which option provides the strongest basis for accountable privacy management?

Answer choices

  1. A. Obtain a single onboarding consent covering all optional purposes and retain it as the user’s preference until withdrawal.
  2. B. Provide purpose-specific choices so an individual can permit one optional processing activity without being forced to permit the others.
  3. C. Complete a PIA immediately before release while leaving privacy requirements outside the earlier design and development gates.
  4. D. Strengthen encryption and access controls while leaving the purpose, collection scope, and default settings unchanged.

Correct answer

Provide purpose-specific choices so an individual can permit one optional processing activity without being forced to permit the others.

Objective/domain: Privacy Governance (20%)

Source: Regulation (EU) 2016/679 (General Data Protection Regulation)

Question 6 A customer portal uses predictable numeric identifiers in URLs, allowing authenticated users to request other customers’ records by changing the identifier. A proportionate response is required; unnecessary restrictions would not be considered a better answer. Which response provides the strongest basis for risk treatment?

Answer choices

  1. A. Prioritize privacy vulnerabilities using exploitability and technical exposure, then assess individual consequences during remediation planning.
  2. B. Reduce the privacy-risk rating when strong encryption and access controls make unauthorized disclosure unlikely.
  3. C. Use the existing cyber threat model and add personal-data assets so privacy and security teams can maintain one threat register.
  4. D. Identify the broken object-level authorization as a vulnerability that can enable unauthorized disclosure and prioritize corrective access control.

Correct answer

Identify the broken object-level authorization as a vulnerability that can enable unauthorized disclosure and prioritize corrective access control.

Objective/domain: Privacy Risk Management and Compliance (18%)

Source: NIST Privacy Risk Assessment Methodology (PRAM)

Question 7 A telemetry service logs full request bodies containing customer data even though operational monitoring only requires endpoint, status, latency, and correlation ID. Assume the facts provided are the only facts available to the decision maker. What should the organization change FIRST?

Answer choices

  1. A. Keep the current collection scope but pseudonymize or encrypt the data before downstream use.
  2. B. Keep the current data scope but shorten retention and tighten access to reduce exposure.
  3. C. Keep the current fields and frequency but obtain more explicit notice or consent for the processing.
  4. D. Redesign logging to exclude or redact request-body personal data when those fields are unnecessary for the monitoring purpose.

Correct answer

Redesign logging to exclude or redact request-body personal data when those fields are unnecessary for the monitoring purpose.

Objective/domain: Data Life Cycle Management (23%)

Source: Regulation (EU) 2016/679 (General Data Protection Regulation)

Question 8 A research team proposes synthetic data as automatically privacy-safe without evaluating whether rare source records are memorized or reproduced. Evaluate the scenario as written and avoid inferring controls that are not described. Which option provides the strongest privacy-by-design outcome?

Answer choices

  1. A. Choose the PET with the strongest theoretical privacy guarantee and adapt the business computation around its limitations.
  2. B. Keep raw data local through federated learning and treat the architecture as sufficient without analyzing information leakage from model updates.
  3. C. Evaluate the synthetic-data generation method for memorization and reidentification risk before treating outputs as safe for broader use.
  4. D. Add calibrated-looking statistical noise to outputs but do not define or account for a formal privacy parameter across repeated releases.

Correct answer

Evaluate the synthetic-data generation method for memorization and reidentification risk before treating outputs as safe for broader use.

Objective/domain: Privacy Engineering (39%)

Source: NIST SP 800-226: Guidelines for Evaluating Differential Privacy Guarantees

Question 9 Vendor reviews are all marked complete, yet several critical vendors have overdue high-risk findings with no executive visibility. Evaluate the scenario as written and avoid inferring controls that are not described. Which recommendation is MOST defensible under the stated facts?

Answer choices

  1. A. Report a single enterprise average for each KPI and investigate material outliers outside the executive dashboard.
  2. B. Use confirmed regulatory findings as the primary lagging outcome measure and treat internal control indicators as operational detail.
  3. C. Report risk-weighted overdue vendor findings and trend them against thresholds rather than treating review completion as the outcome.
  4. D. Emphasize completion and volume metrics because they are consistently measurable across business units.

Correct answer

Report risk-weighted overdue vendor findings and trend them against thresholds rather than treating review completion as the outcome.

Objective/domain: Privacy Risk Management and Compliance (18%)

Source: NIST Privacy Framework Version 1.0

Question 10 Quarterly inventory reviews rely only on application-owner questionnaires, even though cloud discovery shows several unreported stores containing personal data. Management is looking for the response that addresses the underlying privacy requirement rather than adding an unrelated safeguard. Which recommendation is MOST appropriate for this processing context?

Answer choices

  1. A. Inventory authoritative applications and databases first, treating logs, exports, and integration paths as supporting technical detail.
  2. B. Reconcile owner attestations with technical discovery and investigate discrepancies rather than treating either source as automatically complete.
  3. C. Reconcile the inventory annually and require projects to report only material new systems between cycles.
  4. D. Map the primary business dataflow and rely on infrastructure diagrams for replicas, backups, and observability paths.

Correct answer

Reconcile owner attestations with technical discovery and investigate discrepancies rather than treating either source as automatically complete.

Objective/domain: Data Life Cycle Management (23%)

Source: NIST Privacy Framework Version 1.0

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