StatisticPublic Ready
3,411
AI-security-tagged papers
AI-Security Papers
AI-security-tagged papers in the State 2026 research corpus.
July 20, 2026Open
Start with the pressure: sales, launch, abuse, agents, data, or guardrails
Finding
arXiv puts only 1.99% of papers (202 of 10,152) in detection and runtime monitoring, and media coverage of AI cyber defense is just 0.9% of volume (486 of 53,865 items) — among the least-researched and least-covered AI security topics.
Finding
The industry is building AI attack surface faster than it is building the monitoring infrastructure to see it.
The practitioner survey's control-maturity figure could not be computed due to a data-pipeline defect and is not asserted here.
Connected intelligence
3,411
AI-security-tagged papers
AI-security-tagged papers in the State 2026 research corpus.
53,680
Rolling media corpus items
Items represented in the State 2026 rolling media corpus.
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.