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SECSEC-001 — Model Security Vulnerabilities

Prompt Injection Attack Manipulates Generative AI Output

4/5Sector: OtherGeography: GlobalStage: OperateIngested: —

Executive Summary

Adversaries exploit prompt structure to override AI instructions and produce unauthorised or harmful outputs. Boards must ensure AI deployments include input validation controls and adversarial testing as baseline governance requirements.

Domain

Security & Privacy

Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.

Source

MIT AI Risk Repository — AI Risk Atlas (IBM2025) ↗

https://airisk.mit.edu/

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