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UNESCO · Privacy & data protection
Right to privacy and data protection
“Privacy must be respected, protected and promoted throughout the AI system life cycle.”
§III.II
datamodeldeploymentretired
Type
principle
Parent
—
Sub-items
0
Cross-framework relationships
Lattice uses an explicit, four-type vocabulary and refuses ‘equivalent.’ Each relationship below carries a rationale and an editorial reviewer credit.
relates to
1- PrivacyIEEE CertifAIEd · Privacy
Privacy as a principle vs. privacy as an evaluable criterion. Related, not equivalent.
Reviewer: Editorial: A. Vega · Reviewed 2026-04-22
partially addresses
1- Membership inferenceMITRE ATLAS · AML.T0024
ATLAS membership-inference characterizes a privacy-attacking adversarial behavior; UNESCO privacy is a normative principle. ATLAS is one piece of the threat surface that the principle implies guarding.
Reviewer: Editorial: K. Park · Reviewed 2026-05-02
out of scope
1- OwnershipOCAP® · Ownership
OCAP® is a framework of First Nations data sovereignty, not a privacy regime. Treating these as overlapping flattens distinct authorities. Lattice marks this relationship out_of_scope to prevent that flattening.
Reviewer: Indigenous Data Governance Reviewer (pending v1 partnership) · Reviewed 2026-04-18
Version: Adopted 2021, reaffirmed 2024Last reviewed: 2026-04-12