Privacy-invasive inference and re-identification
The system infers sensitive attributes about, or re-identifies, individuals beyond what was explicitly provided.
- Risk family
- Data, privacy & content liability
- MIT domain
- 2. Privacy & Security
- MIT subdomain
- 2.1 > Compromise of privacy by leaking or correctly inferring sensitive information
- AI type
- GPAI, Classical_ML
- Scope
- System
- Source standard
- MIT AI Risk Repository v4
Provenance
Framework crosswalk
Every framework item mapped to this risk. Items marked partial overlap only in part; definitions appear on hover where the source licence permits.
- A.8 ISO/IEC 23894 Annex A A.8
- A.5.4 ISO/IEC 42001 Annex A A.5.4
- A.7.5 ISO/IEC 42001 Annex A A.7.5
- ibm-attribute-inference-attack Attribute inference attack
- ibm-membership-inference-attack Membership inference attack
- ibm-reidentification Reidentification
- AISubtech-10.2.1 Model Inversion
- AISubtech-8.1.1 Presence Detection
- NISTAML.03 Privacy Compromises
- NISTAML.032 Reconstruction partial
- NISTAML.033 Membership Inference
- NISTAML.034 Property Inference
- GENAI.4 Data Privacy
Part of the Deployer AI Risk Register, an open-source resource developed by MindXO. Version 1.0, 3 July 2026. Derived from the MIT AI Risk Repository (V4, December 2025) under CC BY 4.0; an independent derivative work, not endorsed by or affiliated with MIT. Sub-risk decomposition references MITRE ATLAS™ v5.6.0 (© 2021-2026 The MITRE Corporation, reproduced and distributed with permission). ISO/IEC and EU AI Act references are by number only. License: CC BY 4.0. Full attribution and licensing.