DATDAT-002 — Data Privacy and Protection Failures
AI Systems Infringing Individual Privacy Through Data Collection and Inference
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
AI systems risk violating privacy rights by collecting personal data, processing it beyond intended scope, and drawing sensitive inferences about individuals. Boards without pre-deployment disclosure standards face regulatory exposure and erosion of public trust.
Domain
Data Management
Blindspots in data quality, privacy, bias, lineage, lifecycle, and third-party data dependencies.
Source
MIT AI Risk Repository — AI Risk Profiles: A Standards Proposal for Pre-Deployment AI Risk Disclosures (Sherman2023) ↗https://airisk.mit.edu/
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