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Data Life Cycle ManagementmediumMultiple ChoiceObjective-mapped

CDPSE Data Life Cycle Management Practice Question

In Google Cloud Data Loss Prevention (DLP), which transformation method should be applied to a column containing email addresses to maintain format while ensuring privacy?

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

Format-Preserving Encryption

Pseudonymization (using a crypto-hash or format-preserving encryption) allows the email structure to persist while the real identity is hidden.

Answer analysis

Option-by-option breakdown

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

  • Redaction

    Why it's wrong here

    Redaction replaces the whole field, breaking format.

  • Masking

    Why it's wrong here

    Masking usually hides all but a few characters, breaking valid format.

  • Bucketization

    Why it's wrong here

    This groups data into ranges, which does not apply to emails.

  • Format-Preserving Encryption

    Why this is correct

    This keeps the email format while encrypting the content.

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.