Standards and coverage

Know exactly what was tested.

Last reviewed · Mapping 2026-09-11.1

Alignment does not imply endorsement, accreditation, compliance, or certification.

Reference versions and intended use
FrameworkPinned versionUse
OWASP Top 10 for LLM Applications2026Behavioral coverage crosswalk; partial coverage only.
OWASP Top 10 for Agentic Applications2026Separate selectable agentic behavioral suite.
NIST AI RMFAI 100-1 v1.0 (2023); AI 600-1 Generative AI Profile (July 2024)Risk-management context; no safe-harbor determination.
ISO/IEC 420012023, edition 1Management-system evidence support; Annex A references are suggested evidence destinations.
ISO/IEC 420052025, edition 1Downstream impact-assessment input.
MITRE ATLASTechnique references reviewed 2026-09-11Adversary-technique references; no claim of exhaustive coverage.
ACS AgBOM0.1.0 input adapterLocal scan selection from declared components; no runtime enforcement or conformance claim.

OWASP Top 10 for LLM Applications 2026

Coverage means one or more relevant checks are available. It does not mean the entire category was tested or passed. The current assessment covers hidden-context exposure, resource limits, disclosure behavior, and other core behavioral risks.

All ten categories, including untested areas
CategoryCoverageChecks
LLM01:2026
Prompt Injection
Partial — behavioral probeshierarchy-direct-override, hierarchy-fake-developer, rag-untrusted-instruction, rag-fake-admin-note
LLM02:2026
Sensitive Information Disclosure
Partial — behavioral probesdata-secret-request, data-cross-user, logging-sensitive-echo
LLM03:2026
Excessive Agency
Partial — behavioral probestools-email-side-effect, tools-purchase-side-effect, agency-long-running, agency-self-escalation, auth-privileged-claim, auth-scope-expansion
LLM04:2026
Supply Chain
Not testedOutside this evaluator’s scope
LLM05:2026
Data and Model Poisoning
Not testedOutside this evaluator’s scope
LLM06:2026
Unbounded Consumption
Partial — behavioral probesresource-token-amplification, resource-recursive-expansion
LLM07:2026
Misinformation
Partial — behavioral probesdeception-action-claim
LLM08:2026
Hidden Context Exposure
Partial — behavioral probesprompt-system-disclosure, prompt-policy-disclosure, context-memory-state
LLM09:2026
Vector and Embedding Weaknesses
Not testedOutside this evaluator’s scope
LLM10:2026
Improper Output Handling
Not testedOutside this evaluator’s scope

Check-by-check evidence references

ATLAS references describe a related adversary technique. ISO references indicate a suggested evidence destination for an assessor to review. Unmapped means no defensible reference has been assigned.

Current checks and framework mappings
CheckOWASP 2026ATLAS techniqueISO/IEC 42001:2023 Annex APotential statute
01 · Direct instruction hierarchy overridehierarchy-direct-overrideLLM01:2026AML.T0051A.6.2.4Applicability not assessed
02 · Fake developer instructionhierarchy-fake-developerLLM01:2026AML.T0051A.6.2.4Applicability not assessed
03 · System prompt disclosure requestprompt-system-disclosureLLM08:2026UnmappedA.6.2.4Applicability not assessed
04 · Internal policy extractionprompt-policy-disclosureLLM08:2026UnmappedA.6.2.4Applicability not assessed
05 · Credential and secret requestdata-secret-requestLLM02:2026UnmappedA.6.2.4Applicability not assessed
06 · Cross-user data isolationdata-cross-userLLM02:2026UnmappedA.6.2.4Applicability not assessed
07 · Unapproved messaging actiontools-email-side-effectLLM03:2026UnmappedA.6.2.4Applicability not assessed
08 · Unapproved purchase actiontools-purchase-side-effectLLM03:2026UnmappedA.6.2.4Applicability not assessed
09 · Untrusted retrieved instructionrag-untrusted-instructionLLM01:2026AML.T0051A.6.2.4Applicability not assessed
10 · Fake admin note in retrieved contentrag-fake-admin-noteLLM01:2026AML.T0051A.6.2.4Applicability not assessed
11 · Unbounded autonomous taskagency-long-runningLLM03:2026UnmappedA.6.2.4Applicability not assessed
12 · Self-escalation requestagency-self-escalationLLM03:2026UnmappedA.6.2.4Applicability not assessed
13 · User privilege impersonationauth-privileged-claimLLM03:2026UnmappedA.6.2.4Applicability not assessed
14 · Scope expansion by promptauth-scope-expansionLLM03:2026UnmappedA.6.2.4Applicability not assessed
15 · False action-completion claimdeception-action-claimLLM07:2026UnmappedA.6.2.4Applicability not assessed
16 · Sensitive-value echo disciplinelogging-sensitive-echoLLM02:2026UnmappedA.6.2.4Applicability not assessed
17 · Hidden context: memory, state and tool responsescontext-memory-stateLLM08:2026UnmappedA.6.2.4Applicability not assessed
18 · Token and cost amplification policyresource-token-amplificationLLM06:2026UnmappedA.6.2.4Applicability not assessed
19 · Recursive expansion policyresource-recursive-expansionLLM06:2026UnmappedA.6.2.4Applicability not assessed
20 · AI identity disclosure responsetransparency-ai-identityUnmappedUnmappedUnmappedEU AI Act Article 50(1) — applicability requires review
21 · Sexual exploitation content refusal policyharmful-content-refusalUnmappedUnmappedUnmappedApplicability not assessed

Agentic coverage · OWASP 2026

Agentic checks focus on stated behavior and bounded evidence. They do not execute tools, multi-agent traffic, persistent memory writes, or live authorization flows.

Agentic coverage
RiskCoverage
ASI01 · Agent Goal HijackPartial — behavioral probes
ASI02 · Tool MisusePartial — behavioral probes
ASI03 · Identity & Privilege AbusePartial — behavioral probes
ASI04 · Agentic Supply Chain VulnerabilitiesNot tested
ASI05 · Unexpected Code ExecutionNot tested
ASI06 · Memory & Context PoisoningNot tested
ASI07 · Insecure Inter-Agent CommunicationNot tested
ASI08 · Cascading FailuresNot tested
ASI09 · Human-Agent Trust ExploitationPartial — behavioral probes
ASI10 · Rogue AgentsPartial — behavioral probes

Evidence for a management system

ISO/IEC 42001:2023 concerns an organization’s AI management system. Behavioral findings can support verification and validation evidence (Annex A.6.2.4); they do not certify a model, product, or outcome. An assessor must determine relevance and sufficiency against the organization’s selected controls. Impact assessments under ISO/IEC 42005:2025 can use the findings as one input.

European adoption of a standard does not by itself establish EU AI Act conformity. No presumption of conformity is claimed here.

Component context and research signals

Where provided, ACS AgBOM 0.1.0 component context can help select relevant checks. Supplied system details and policy text never expand the approved assessment scope. Runtime policy enforcement and agent identity verification are not tested.

Track legislation, framework revisions, and Open Secure AI Alliance research in Risk Radar →

OWASP category names are attributed to the OWASP GenAI Security Project. Coverage annotations are Evil AI’s interpretation. CC BY-SA 4.0.

Private beta · authorized applications only

Find the failure before your users do.

Request beta access