AI Security Standards Crosswalk

25 industry security, compliance, and AI-governance frameworks — mapped control-by-control to Gen AI and Agentic security risks by the OWASP GenAI Security Project.

A "crosswalk" maps controls, clauses, or entries in one framework to their equivalents in another. GenAI Crosswalk answers two questions: given a Gen AI or Agentic AI security risk, which controls in a given framework address it? — and the reverse, given a compliance framework you must satisfy, which AI-specific risks does it actually cover? This page lists all 23 frameworks currently mapped against the OWASP LLM Top 10, the OWASP Top 10 for Agentic AI, and DSGAI (Data Security for GenAI), with 3,211 individual control mappings.

23 frameworks crosswalked

FrameworkPublisherCategory
AIUC-1UK AI Safety InstituteAI governance
CIS Controls v8.1Center for Internet SecurityInfosec
CoSAIOASIS / Coalition for Secure AIAI governance
CWE/CVEMITREApplication security
DORAEuropean Parliament and CouncilFinancial
ENISA Multilayer FrameworkENISAAI governance
EU AI ActEuropean Parliament and CouncilRegulation
EU AI Act Code of PracticeEuropean Commission / AI OfficeRegulation
FedRAMPGSA / FedRAMP PMOCertification
ISA/IEC 62443ISA / IECOT/ICS
ISO/IEC 27001:2022ISO/IECInfosec
ISO/IEC 42001:2023ISO/IECAI governance
MAESTROCloud Security Alliance (CSA)Architecture
MITRE ATLASMITRE CorporationThreat model
NIST AI RMF 1.0NISTAI governance
NIST CSF 2.0NISTInfosec
NIST SP 800-218ANISTApplication security
NIST SP 800-82 Rev 3NISTOT/ICS
OWASP AI Testing GuideOWASPTesting
OWASP ASVS 4.0.3OWASPApplication security
OWASP NHI Top 10OWASPIdentity
OWASP SAMM v2.0OWASPApplication security
PCI DSS v4.0PCI Security Standards CouncilInfosec
SOC 2AICPACertification
STRIDEMicrosoftThreat model

Risk taxonomies mapped against these frameworks

OWASP Top 10 for Agentic AI (Agent Goal Hijack, Tool Misuse & Exploitation, Identity & Privilege Abuse, and 7 more) and the OWASP LLM Top 10 (Prompt Injection, Sensitive Information Disclosure, Supply Chain Vulnerabilities, and 7 more), plus DSGAI (Data Security for GenAI) — 41 entries in total.

Explore Full Mappings → Browse Frameworks → Gap Analysis →