SECSEC-001 — Model Security VulnerabilitiesNew
LLM Use in Academic Writing Erodes Integrity and Pollutes Scientific Literature
4/5Sector: EducationGeography: GlobalStage: OperateIngested: —
Executive Summary
Registered access
This case is from the last 90 days.
Recent classified cases are reserved for registered users. Sign up free to read full executive summaries, see live Risk Index scoring, and run one Test Your Use Case scorecard a day.
Domain
Security & Privacy
Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.
Source
MIT AI Risk Repository — Mapping the Ethics of Generative AI: A Comprehensive Scoping Review (Hagendorff2024) ↗https://airisk.mit.edu/
Could this happen in your organisation?
A Velinor AI Audit maps your active AI portfolio against the 48 blindspots and benchmarks against documented sector failures like this one. A board-ready foresight document in 5 weeks.