Law / Frameworks / Crosswalk / OWASP LLM Top 10 to FINOS AIGF

The OWASP Top 10 for LLM Applications, mapped to the FINOS AI Governance Framework

5 of OWASP LLM Top 10's controls connect to 16 of FINOS AIGF's through 224 laws in 125 jurisdictions. Two controls connect when the same duties, in at least 2 laws we track, reach both. The connections are our own reading of the law; no framework publisher has reviewed or endorsed them.

From
OWASP Top 10 for LLM Applications, 2026 edition, August 2026, OWASP GenAI Security Project
To
FINOS AI Governance Framework, version 2, as maintained on , FINOS
See also
FINOS AIGF to OWASP LLM Top 10, the other way · every pair in the crosswalk · law library as of

Download this mapping, with every law behind each connection: owasp-llm-top-10--finos-ai-governance-framework.csv · owasp-llm-top-10--finos-ai-governance-framework.json

OWASP LLM Top 10FINOS AIGFLawsJurisdictionsWhere the laws stand
LLM01:2026Prompt Injection AIR-PREV-007Legal and Contractual Frameworks for AI Systems 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-PREV-007
AIR-PREV-008Quality of Service (QoS) and DDoS Prevention for AI Systems 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-PREV-008
AIR-PREV-012Role-Based Access Control for AI Data 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-PREV-012
AIR-PREV-014Encryption of AI Data at Rest 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-PREV-014
AIR-PREV-017AI Firewall Implementation and Management FINOS maps these through risk AIR-SEC-010 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-PREV-017
AIR-PREV-020MCP Server Security Governance 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-PREV-020
AIR-DET-001AI Data Leakage Prevention and Detection 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM01:2026 and AIR-DET-001
LLM02:2026Sensitive Information Disclosure AIR-PREV-007Legal and Contractual Frameworks for AI Systems FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-PREV-007
AIR-PREV-008Quality of Service (QoS) and DDoS Prevention for AI Systems 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-PREV-008
AIR-PREV-012Role-Based Access Control for AI Data FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-PREV-012
AIR-PREV-014Encryption of AI Data at Rest FINOS maps these through risk AIR-SEC-002 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-PREV-014
AIR-PREV-017AI Firewall Implementation and Management 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-PREV-017
AIR-PREV-020MCP Server Security Governance FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-PREV-020
AIR-DET-001AI Data Leakage Prevention and Detection FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM02:2026 and AIR-DET-001
LLM03:2026Excessive Agency AIR-PREV-018Agent Authority Least Privilege Framework FINOS maps these through risks AIR-OP-018 and AIR-SEC-024 145 107 142 in force, 3 not yet in force
The 145 laws behind LLM03:2026 and AIR-PREV-018

and 135 more, every one in the free file.

AIR-PREV-023Agentic System Credential Protection Framework FINOS maps these through risks AIR-SEC-024 and AIR-SEC-029 145 107 142 in force, 3 not yet in force
The 145 laws behind LLM03:2026 and AIR-PREV-023

and 135 more, every one in the free file.

AIR-PREV-005System Acceptance Testing 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind LLM03:2026 and AIR-PREV-005

and 68 more, every one in the free file.

AIR-PREV-006Data Quality & Classification/Sensitivity 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind LLM03:2026 and AIR-PREV-006

and 68 more, every one in the free file.

AIR-PREV-024Human-in-the-Loop Action Approval Gate FINOS maps these through risks AIR-OP-018 and AIR-SEC-024 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind LLM03:2026 and AIR-PREV-024

and 68 more, every one in the free file.

AIR-DET-004AI System Observability FINOS maps these through risks AIR-OP-018, AIR-SEC-024 and AIR-SEC-029 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind LLM03:2026 and AIR-DET-004

and 68 more, every one in the free file.

AIR-DET-011Human Feedback Loop for AI Systems FINOS maps these through risk AIR-OP-018 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind LLM03:2026 and AIR-DET-011

and 68 more, every one in the free file.

AIR-DET-021Agent Decision Audit and Explainability FINOS maps these through risk AIR-SEC-024 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind LLM03:2026 and AIR-DET-021

and 68 more, every one in the free file.

AIR-PREV-007Legal and Contractual Frameworks for AI Systems 9 7 9 in force
The 9 laws behind LLM03:2026 and AIR-PREV-007
AIR-DET-013Providing Citations and Source Traceability for AI-Generated Information 5 3 5 in force
The 5 laws behind LLM03:2026 and AIR-DET-013
LLM04:2026Supply Chain AIR-PREV-007Legal and Contractual Frameworks for AI Systems FINOS maps these through risk AIR-SEC-008 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-PREV-007
AIR-PREV-008Quality of Service (QoS) and DDoS Prevention for AI Systems 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-PREV-008
AIR-PREV-012Role-Based Access Control for AI Data FINOS maps these through risks AIR-SEC-008 and AIR-SEC-009 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-PREV-012
AIR-PREV-014Encryption of AI Data at Rest 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-PREV-014
AIR-PREV-017AI Firewall Implementation and Management 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-PREV-017
AIR-PREV-020MCP Server Security Governance FINOS maps these through risk AIR-SEC-008 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-PREV-020
AIR-DET-001AI Data Leakage Prevention and Detection 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM04:2026 and AIR-DET-001
LLM05:2026Data and Model Poisoning AIR-PREV-007Legal and Contractual Frameworks for AI Systems 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-PREV-007
AIR-PREV-008Quality of Service (QoS) and DDoS Prevention for AI Systems 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-PREV-008
AIR-PREV-012Role-Based Access Control for AI Data FINOS maps these through risk AIR-SEC-009 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-PREV-012
AIR-PREV-014Encryption of AI Data at Rest 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-PREV-014
AIR-PREV-017AI Firewall Implementation and Management FINOS maps these through risk AIR-SEC-010 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-PREV-017
AIR-PREV-020MCP Server Security Governance 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-PREV-020
AIR-DET-001AI Data Leakage Prevention and Detection 3 2 2 in force, 1 not yet in force
The 3 laws behind LLM05:2026 and AIR-DET-001
Not connected to the FINOS AIGF: 5 of OWASP LLM Top 10's controls

No law we track reaches these

No duty in the laws we track reaches these controls.

How these connections are drawn

Each requirement line in the laws we track is read against the framework for its subject (the AI, scraping and news aggregation laws against the NIST AI RMF, the privacy, communications and age assurance laws against the NIST Privacy Framework, the cybersecurity laws against the NIST CSF 2.0); laws on liability and content moderation are not read against any framework yet. A line reaches either framework through a kind of duty its law carries, and only where that kind of duty also reaches, on that same line, the NIST framework for the line's own subject. Two controls connect when lines in at least 2 laws reach both. That says the same duties reach both; it does not say the two are alike, or that running either one does what a law asks.

Every duty line in the AI, scraping and news aggregation laws we track has been read against the framework for its subject.

Sources and licenses

OWASP GenAI Security Project, OWASP Top 10 for LLM Applications 2026, licensed CC BY-SA 4.0. Excerpted: only the first paragraph of each entry's Description is reproduced, verbatim.

FINOS AI Governance Framework, copyright 2025 FINOS, licensed under CC BY 4.0. Titles and purpose text are quoted; markdown emphasis and links were removed.