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
3,411 of 10,152 unique arXiv papers in the current pull are strict AI-security papers, already naming concrete work in prompt/generation security, agentic action security, model and ML attack security, governance assurance, privacy protection, MCP/tool-use security, and red teaming.
Finding
The research frontier already has a name for every problem the hiring market is still describing informally.
A paper-level frontier snapshot, not a time-series lag study or hiring benchmark.
Connected intelligence
3,411
AI-security-tagged papers
AI-security-tagged papers in the State 2026 research corpus.
What companies really mean by AI Security Engineer and why the operating model is lagging the technology.