Re-identification of anonymised data

https://taxonomy.eticas.ai/risk/re-identification

Maturity: established

The possibility that anonymised or pseudonymised data can be linked back to specific individuals through inference, combination with other datasets, or model outputs.

System type: ADM and LLM systems
Lifecycle stages: Pre Processing, Post Processing

Mappings to external frameworks

Standards & frameworks

Framework Reference
NIST AI 600-1 — Generative AI Risk Profile Data Privacy (de-anonymization clause)

Taxonomies & vocabularies

Framework Reference
W3C Data Privacy Vocabulary — AI Extension Re-identification
MIT AI Risk Repository Compromise of privacy by inferring sensitive information