SECSEC-001 — Model Security Vulnerabilities
LLM Agent Teams Exploit Zero-Day Vulnerabilities in Cyber Offence Tests
5/5Sector: DefenceGeography: GlobalStage: OperateIngested: —
Executive Summary
Research confirms that coordinated large language model agents can autonomously exploit previously unknown software vulnerabilities, materially lowering the barrier to sophisticated cyber attacks. Defence and critical infrastructure boards face accelerating threat timelines that existing cyber governance frameworks were not designed to address.
Domain
Security & Privacy
Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.
Source
MIT AI Risk Repository — Dimensional Characterization and Pathway Modeling for Catastrophic AI Risks (Chin2025) ↗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.