DTPR for AI
Taxonomy

Privacy-Preserving Transformation

Taxonomy/Algorithm or Model

Privacy-Preserving Transformation

Privacy-Preserving Transformation

AI systems whose primary job is to transform input data so identifying details are removed, blurred, or replaced before any downstream use. Includes face blurring, license-plate masking, tokenization, k-anonymization, differential privacy, and synthetic-data generation. Acts as a barrier between raw collected data and the data used for analysis or decisions.

  • Description

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Style

Raw JSON

Live API response from GET /schemas/ai@2026-05-06-beta/elements/privacy_transformation.

element "privacy_transformation"37 lines
{
  "id": "privacy_transformation",
  "category_id": "processing",
  "title": [
    {
      "locale": "en",
      "value": "Privacy-Preserving Transformation"
    }
  ],
  "description": [
    {
      "locale": "en",
      "value": "AI systems whose primary job is to transform input data so identifying details are removed, blurred, or replaced before any downstream use. Includes face blurring, license-plate masking, tokenization, k-anonymization, differential privacy, and synthetic-data generation. Acts as a barrier between raw collected data and the data used for analysis or decisions."
    }
  ],
  "authoring_guidance": [],
  "examples": [],
  "sources": [],
  "symbol_id": "processing_privacy-preserving-transformation",
  "variables": [
    {
      "id": "additional_description",
      "label": [
        {
          "locale": "en",
          "value": "Description"
        }
      ],
      "required": false
    }
  ],
  "shape": "circle",
  "icon_variants": [
    "default",
    "dark"
  ]
}