Facial templates are biometric special-category data | AIGP
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Facial templates are biometric special-category data: Which characterization of this processing under GDPR is

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

Facial templates that uniquely identify a worker are biometric special-category data whose processing is prohibited unless a specific Article 9 exception with safeguards applies.

The question

A company wants to deploy facial recognition to log employee attendance, generating facial templates that uniquely identify each worker. Which characterization of this processing under GDPR is correct?

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  1. Facial images are ordinary personal data, so the standard lawful bases suffice on their own.
    Plausible but wrong: biometric identification data is special-category, so the ordinary lawful bases alone are not enough without an Article 9 condition.
  2. Biometric data may be processed freely once employees are informed through a privacy notice.
    Plausible but wrong: notice supports transparency but does not lift the special-category prohibition, which requires an Article 9 exception.
  3. Special-category processing is always lawful where the employer simply relies on legitimate interests.
    Plausible but wrong: legitimate interests is an Article 6 basis and cannot by itself satisfy the Article 9 conditions required for special-category data.
  4. Facial templates are biometric special-category data, barred unless an Article 9 exception applies.
    Correct: biometric data used to uniquely identify a person is special-category data, whose processing is prohibited unless a specific Article 9 exception plus safeguards apply.
The trap
Assuming an Article 6 lawful basis or a privacy notice alone authorizes biometric processing, when Article 9 imposes an additional gate.

How to remember it

Facial templates that uniquely identify a worker are biometric special-category data whose processing is prohibited unless a specific Article 9 exception with safeguards applies.

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