AI Security Governance and Standards
Synthesis
Standards and governance sources provide taxonomies, controls, adoption guidance, and risk management language for agentic and generative AI systems.
Evidence Base
This page was generated from the batch ingest of SRC-20260702-raw-papers-batch, SRC-20260702-raw-whitepapers-batch, and SRC-20260702-raw-news-batch. Treat it as a navigation and synthesis page; promote individual statements into claim pages when they become decision-relevant.
Representative Sources
| Title | Kind | Date | Tags | Raw |
|---|---|---|---|---|
| Securing the Agentic AI Frontier: Palo Alto Networks and Databricks Deliver a New Standard for AI Se | official_blog | 2026-06-16 | agentic-ai, ai-gateway, data-security, governance, mcp, runtime-security | raw |
| State of Agentic AI Security and Governance 2.01 | official_whitepaper | 2026-06-01 | OWASP Gen AI Security Project, agentic-ai, governance, owasp, security-for-ai, standards | raw |
| Careful Adoption of Agentic AI Services | official_guidance | 2026-04-30 | ASD's ACSC, CISA, Canadian Centre for Cyber Security, NCSC-NZ, NCSC-UK, NSA | raw |
| AI Security Solutions Landscape For AI and Agentic Red Teaming Q2 2026 | official_landscape | 2026-04-09 | OWASP Gen AI Security Project, agentic-ai, evaluation, owasp, red-teaming, security-for-ai | raw |
| AI Security Solutions Landscape for Agentic AI Q2 2026 | official_landscape | 2026-03-17 | OWASP Gen AI Security Project, agentic-ai, lifecycle-security, owasp, secops, security-for-ai | raw |
| OWASP Top 10 for MCP | standard | 2026 | OWASP, agent-security, mcp-security, owasp, security-for-ai, taxonomy | raw |
| OWASP Top 10 for LLM Applications 2025 | whitepaper | 2025 | OWASP Gen AI Security Project, ai-security, llm-top-10, owasp, prompt-injection, risk-taxonomy | raw |
| OWASP Top 10 for Agentic Applications 2026 | standard | 2025 | OWASP Gen AI Security Project, agent-security, controls, owasp, security-for-ai, taxonomy | raw |
| GenAI Red Teaming Guide | whitepaper | 2025 | OWASP Gen AI Security Project, ai-red-teaming, evaluation, genai-security, glossary-gap, owasp | raw |
| AI Controls Matrix | framework | 2025 | Cloud Security Alliance, cloud-security, controls, framework, governance, security-for-ai | raw |
| A Practical Guide for Securely Using Third-Party MCP Servers | standard | 2025 | OWASP Gen AI Security Project, controls, mcp-security, security-for-ai, third-party-tools, tool-poisoning | raw |
| NIST AI 600-1: Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence | whitepaper | 2024-07-26 | NIST, ai-rmf, ai-security, generative-ai, governance, nist | raw |
Open Questions
- Which evidence in this cluster is strongest enough to support a stable claim?
- Which results generalize across models, tools, and deployment settings?
- Which controls have been evaluated under realistic adversarial conditions?