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Privacy EngineeringhardMultiple SelectObjective-mapped

CDPSE Privacy Engineering Practice Question

Which THREE considerations are critical when implementing 'Anonymization' to ensure it meets the standard of being 'irreversible'?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Prevention of inference attacks where attributes can be predicted

Irreversibility requires removing all quasi-identifiers, ensuring no linkage is possible, and preventing inference attacks.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Prevention of inference attacks where attributes can be predicted

    Why this is correct

    Even without direct identity, sensitive attribute prediction is a risk.

  • Requirement for user consent

    Why it's wrong here

    Anonymization is often used specifically to move data outside the scope of consent.

  • Encrypting the data with AES-256

    Why it's wrong here

    Encryption is reversible if the key is leaked, so it is not true anonymization.

  • Protection against linkage attacks using quasi-identifiers

    Why this is correct

    Quasi-identifiers can be used to re-identify records.

  • Removal of all direct identifiers

    Why this is correct

    Essential to prevent direct linkage.

About these practice questions

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official ISACA exam blueprint

This CDPSE practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the CDPSE exam.