Use pseudonymization with separately protected: Which approach | AIGP
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Use pseudonymization with separately protected: Which approach best satisfies both constraints?

AIGP Understanding How Laws, Standards and Frameworks Apply to AI Hard

Pseudonymization preserves controlled reidentification for rights and corrections while limiting the vendor’s access to applicant identities.

The question

Under the GDPR in the European Union, a housing administrator must correct applicant records later and provide the vendor only data needed for current administration. The administrator can retain a separately protected reidentification key, but the vendor cannot receive it. Which approach best satisfies both constraints?

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  1. Use pseudonymization with separately protected reidentification controls.
    Pseudonymization supports operational separation while preserving controlled reidentification for correction, rights handling, and accountable administration under GDPR requirements.
  2. Anonymize records before every administrative processing activity.
    Anonymization would impede required correction and rights handling when the administrator must connect records back to applicants.
  3. Remove names but retain unrestricted identifying attributes for vendors.
    Removing direct identifiers does not anonymize data when remaining attributes can support reidentification or expose excessive personal information.
  4. Encrypt identifiable records while giving vendors the decryption key.
    Encryption protects confidentiality but leaves vendors able to access identifiable data, failing the specified separation and minimization constraint.
The trap
Ask whether authorized reidentification remains necessary; if so, anonymization is not the fitting approach.

How to remember it

Pseudonymization preserves controlled reidentification for rights and corrections while limiting the vendor’s access to applicant identities.

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Part of the Certsqill AIGP question bank · Understanding How Laws, Standards and Frameworks Apply to AI · Every answer, right and wrong, comes with its own explanation.