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
Differential privacy and privacy-preserving ML remain active arXiv research terms (112 and 32 papers in the current pull), but privacy still appears in hiring language mainly as a GDPR/compliance checkbox rather than a named engineering capability.
Finding
Privacy-preserving ML is a real research frontier that hiring language still treats as a compliance checkbox.
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.