SECSEC-001 — Model Security Vulnerabilities
General-purpose AI models easily reconfigured beyond intended use
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
GPAI models can be repurposed through fine-tuning, prompt engineering, or jailbreaking, extending capabilities well beyond their sanctioned scope. Boards face systemic liability where deployed models are redirected for unintended or harmful applications without additional authorisation controls.
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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