The facial data is a special category: Under GDPR | AIGP
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The facial data is a special category: Under GDPR, why does this processing face a stricter standard than

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

Biometrics used to uniquely identify a person are special-category data, so processing is barred unless an Article 9 condition applies.

The question

A workplace wants to deploy an AI system that identifies employees from facial images to control building access. Under GDPR, why does this processing face a stricter standard than ordinary personal data processing?

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  1. The facial data is pseudonymized, so an added layer of technical safeguards is recommended before use
    Plausible-sounding but wrong: identifying someone from a face is not pseudonymization, and that is not the trigger.
  2. The facial data is publicly available, so the balancing test under legitimate business interests must be documented
    Incorrect framing: employee facial images are not public, and legitimate interests does not lift the Article 9 bar.
  3. The facial data is a special category, so processing is prohibited unless a specific Article 9 condition applies
    Correct: biometrics used to uniquely identify a person are special-category data needing an Article 9 condition.
  4. The facial data is used for security, so a mandatory retention schedule of the images must be published
    A security purpose does not change the classification; retention rules are separate from the special-category standard.
The trap
Assuming a legitimate security or access-control purpose lowers the special-category (Article 9) protection for biometrics.

How to remember it

Biometrics used to uniquely identify a person are special-category data, so processing is barred unless an Article 9 condition applies.

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