SECSEC-001 — Model Security Vulnerabilities
General-purpose AI enables undetected impersonation across text, image and audio
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
General-purpose AI models allow malicious actors to fabricate convincing identities and forged documents across multiple content modalities without reliable detection. Regulators and boards face persistent exposure because countermeasures remain immature, unevenly deployed, and inaccessible to most verification teams.
Domain
Security & Privacy
Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.
Source
MIT AI Risk Repository — Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems (Gipiškis2024) ↗https://airisk.mit.edu/
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