risk
Privacy harms: distortion, stigmatization, unwarranted restriction
Processing inaccurate/out-of-context data (distortion), attaching negative social labels (stigmatization), or denying services based on personal data without justification (unwarranted restriction / algorithmic gatekeeping) — causing discrimination and economic loss.
Record JSON · Open in map · Data retrieval guide
Catalog revision: 24028ffcfc2b295fa1b08ee6caa84b765f0731b321496bf4f548c49ad2177028. A connection does not establish full coverage.
Attributes
- category
- privacy
- domain
- Data Protection & Privacy
- AI Governance
- taxonomy
- nist-privacy-risk
- inherent_rating
- medium
Details
- risk_id
- data-privacy-harms-to-individuals
- category
- privacy
- likelihood
- medium
- impact
- medium
- inherent_rating
- medium
- treatment
- mitigate
- taxonomies
- nist-privacy-risk
Source
No record-specific source URL is provided.
Connections
- UC-AI-12 — Enforce responsible and lawful use of AI systems mitigates Privacy harms: distortion, stigmatization, unwarranted restriction
- strength
- related
- rationale
- Screening and blocking social scoring reduces unwarranted algorithmic gatekeeping and restriction.
- UC-DATA-04 — Restrict processing of special categories of personal data mitigates Privacy harms: distortion, stigmatization, unwarranted restriction
- strength
- related
- rationale
- Restricting processing of race/health/religion/orientation data reduces the stigmatization and discrimination such data enables.
- UC-DATA-08 — Execute deletion and other rights requests within deadlines mitigates Privacy harms: distortion, stigmatization, unwarranted restriction
- strength
- related
- rationale
- No-discrimination/retaliation rules and automated-decision-making rights curb algorithmic gatekeeping and unwarranted restriction.
- UC-DATA-07 — Keep personal data accurate and honor correction requests mitigates Privacy harms: distortion, stigmatization, unwarranted restriction
- strength
- primary
- rationale
- Keeping data accurate/current and executing corrections directly counters distortion harm from processing inaccurate/out-of-context data.
- UC-DATA-18 — Govern automated matching of PII under formal agreements mitigates Privacy harms: distortion, stigmatization, unwarranted restriction
- strength
- primary
- rationale
- Independently verifying matched data before any adverse action directly prevents unwarranted restriction/denial of services from erroneous matches.
- UC-AI-09 — Govern AI data quality, provenance, and preparation mitigates Privacy harms: distortion, stigmatization, unwarranted restriction
- strength
- related
- rationale
- Data accuracy/relevance criteria reduce processing of inaccurate or out-of-context data (distortion harm).