SECSEC-002 — Data Poisoning Attack Risks
Frontier AI Enables Advanced Offensive Cyber Weapon Development
5/5Sector: DefenceGeography: GlobalStage: OperateIngested: —
Executive Summary
Frontier AI systems demonstrate capability to develop and deploy advanced cyber weapons, including evasion tools and persistent network intrusion methods. Boards face material liability if such capabilities are inadequately governed, misappropriated, or proliferated through defence supply chains.
Domain
Security & Privacy
Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.
Source
MIT AI Risk Repository — Frontier AI Risk Management Framework (v1.0) (Tse2025) ↗https://airisk.mit.edu/
Could this happen in your organisation?
A Velinor AI Audit maps your active AI portfolio against the 50+ blindspots and benchmarks against documented sector failures like this one. A board-ready foresight document in 5 weeks.