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

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

16 of FINOS AIGF's controls connect to 5 of OWASP LLM Top 10'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
FINOS AI Governance Framework, version 2, as maintained on , FINOS
To
OWASP Top 10 for LLM Applications, 2026 edition, August 2026, OWASP GenAI Security Project
See also
OWASP LLM Top 10 to FINOS AIGF, 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

FINOS AIGFOWASP LLM Top 10LawsJurisdictionsWhere the laws stand
AIR-PREV-005System Acceptance Testing LLM03:2026Excessive Agency 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-PREV-005 and LLM03:2026

and 68 more, every one in the free file.

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

and 68 more, every one in the free file.

AIR-PREV-007Legal and Contractual Frameworks for AI Systems LLM03:2026Excessive Agency 9 7 9 in force
The 9 laws behind AIR-PREV-007 and LLM03:2026
LLM01:2026Prompt Injection 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and LLM01:2026
LLM02:2026Sensitive Information Disclosure FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and LLM02:2026
LLM04:2026Supply Chain FINOS maps these through risk AIR-SEC-008 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and LLM04:2026
LLM05:2026Data and Model Poisoning 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-007 and LLM05:2026
AIR-PREV-008Quality of Service (QoS) and DDoS Prevention for AI Systems LLM01:2026Prompt Injection 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and LLM01:2026
LLM02:2026Sensitive Information Disclosure 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and LLM02:2026
LLM04:2026Supply Chain 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and LLM04:2026
LLM05:2026Data and Model Poisoning 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-008 and LLM05:2026
AIR-PREV-012Role-Based Access Control for AI Data LLM01:2026Prompt Injection 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and LLM01:2026
LLM02:2026Sensitive Information Disclosure FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and LLM02:2026
LLM04:2026Supply Chain 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 AIR-PREV-012 and LLM04:2026
LLM05:2026Data and Model Poisoning FINOS maps these through risk AIR-SEC-009 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-012 and LLM05:2026
AIR-PREV-014Encryption of AI Data at Rest LLM01:2026Prompt Injection 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and LLM01:2026
LLM02:2026Sensitive Information Disclosure FINOS maps these through risk AIR-SEC-002 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and LLM02:2026
LLM04:2026Supply Chain 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and LLM04:2026
LLM05:2026Data and Model Poisoning 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-014 and LLM05:2026
AIR-PREV-017AI Firewall Implementation and Management LLM01:2026Prompt Injection FINOS maps these through risk AIR-SEC-010 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and LLM01:2026
LLM02:2026Sensitive Information Disclosure 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and LLM02:2026
LLM04:2026Supply Chain 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and LLM04:2026
LLM05:2026Data and Model Poisoning FINOS maps these through risk AIR-SEC-010 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-017 and LLM05:2026
AIR-PREV-018Agent Authority Least Privilege Framework LLM03:2026Excessive Agency 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 AIR-PREV-018 and LLM03:2026

and 135 more, every one in the free file.

AIR-PREV-020MCP Server Security Governance LLM01:2026Prompt Injection 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and LLM01:2026
LLM02:2026Sensitive Information Disclosure FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and LLM02:2026
LLM04:2026Supply Chain FINOS maps these through risk AIR-SEC-008 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and LLM04:2026
LLM05:2026Data and Model Poisoning 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-PREV-020 and LLM05:2026
AIR-PREV-023Agentic System Credential Protection Framework LLM03:2026Excessive Agency 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 AIR-PREV-023 and LLM03:2026

and 135 more, every one in the free file.

AIR-PREV-024Human-in-the-Loop Action Approval Gate LLM03:2026Excessive Agency 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 AIR-PREV-024 and LLM03:2026

and 68 more, every one in the free file.

AIR-DET-001AI Data Leakage Prevention and Detection LLM01:2026Prompt Injection 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and LLM01:2026
LLM02:2026Sensitive Information Disclosure FINOS maps these through risk AIR-RC-001 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and LLM02:2026
LLM04:2026Supply Chain 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and LLM04:2026
LLM05:2026Data and Model Poisoning 3 2 2 in force, 1 not yet in force
The 3 laws behind AIR-DET-001 and LLM05:2026
AIR-DET-004AI System Observability LLM03:2026Excessive Agency 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 AIR-DET-004 and LLM03:2026

and 68 more, every one in the free file.

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

and 68 more, every one in the free file.

AIR-DET-013Providing Citations and Source Traceability for AI-Generated Information LLM03:2026Excessive Agency 5 3 5 in force
The 5 laws behind AIR-DET-013 and LLM03:2026
AIR-DET-021Agent Decision Audit and Explainability LLM03:2026Excessive Agency FINOS maps these through risk AIR-SEC-024 78 37 50 in force, 27 not yet in force, 1 proposed
The 78 laws behind AIR-DET-021 and LLM03:2026

and 68 more, every one in the free file.

Not connected to the OWASP LLM Top 10: 9 of FINOS AIGF'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

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.

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.