SECURITY OF AI™ INTELLIGENCE NAVIGATORS ← Back to Navigators

Visitor guide

How to Use the Intelligence Navigators

Five workflow stages take you from identifying an AI risk to planning the evidence that shows your defenses work. The toolset combines four interactive reference Navigators with a Mitigation & Defense reference page.

Security of AI™ (SOAI) · Updated 17 October 2026

  1. 1AI RiskWhat can go wrong?
  2. 2AI Threat / MITRE ATLASHow could an adversary make it happen?
  3. 3AI VulnerabilityWhere is the weakness?
  4. 4Mitigation & DefenseWhat should we do?
  5. 5AI AssuranceWhat evidence would support our claim?

Start here

  1. Keep the Intelligence Navigators launch page open as your navigation hub.
  2. Select one of the five stage areas on the graphic. Each stage opens in a new browser tab. On a desktop, hover over an area to reveal its label; on a touch device, tap the stage.
  3. For a complete review, work from 1 AI Risk through 5 AI Assurance. You can also enter at the stage that matches your immediate question.
  4. Record entry names and identifiers as you go, then return to the launch page to open the next stage. The tools do not pass your selections between stages or build a shared assessment for you.
StageQuestionWhat to carry forward
1 AI RiskWhat can go wrong?Risk code, scenario, consequence and relevant mappings
2 AI Threat / MITRE ATLASHow could an adversary make it happen?Technique identifiers and plausible attack paths
3 AI VulnerabilityWhere is the weakness?Class IDs, applicable CVEs or CWEs and exposure conditions
4 Mitigation & DefenseWhat should we do?Selected control domains and system-specific actions
5 AI AssuranceWhat evidence would support our claim?Activity IDs, test criteria and required artifacts

Before you begin, define the AI capability, its users, data sources, connected tools, permissions and the consequences of failure. A short scenario works well, for example: "An assistant reads supplier documents and may be allowed to send email." Keep your system-specific notes in your organization's approved assessment records.

Search & filter controls

The Risk, ATLAS, Vulnerability and Assurance Navigators share the same basic grid behavior:

  • Filtering and searching dim nonmatching cards; they do not remove them from the grid.
  • Category and search conditions apply together. Select All and clear the search box to reset the view. In Assurance, also choose Show All for frequency.
  • Click a card to open its detail panel. Selecting another card replaces the panel content; close it with its × button.
  • Framework tags behave differently across tools: some open sources, some show explanatory text on hover, and others are labels only. Use the panel's action buttons, or return to the launch page, when a tag is not a link.

Stage 1AI Risk

Purpose: identify the risk conditions relevant to your AI system. The table contains 60 risks across Data, Model, Agent, Security & Ops, and Governance.

  1. Select a category or use Search risks to find a name, risk code or keyword. Search also recognizes several mapped framework identifiers and vulnerability class IDs.
  2. Click a risk cell to open its intelligence panel. Review the description, likelihood, impact, risk score, mitigation guidance and framework mappings.
  3. Hover over a NIST tag to read its subcategory text. Use ATLAS and OWASP links where provided. "No direct" means no direct relationship is assigned in that entry.
  4. Select a related-risk chip to explore connected conditions. Record the risk code and your own system-specific consequence before moving on.

About the risk score. The displayed score is Likelihood × Impact, each rated 1–5, shown out of 25. It is an SOAI reference prioritization. Your actual likelihood, impact and residual risk require system-specific analysis; the displayed values are not editable assessment results.

Stage 2AI Threat / MITRE ATLAS

Purpose: examine how an adversary could attack an AI-enabled system. The Navigator contains 51 technique entries, including selected subtechniques. It is a curated reference, not the complete MITRE ATLAS knowledge base.

  1. Search by technique name, full ATLAS identifier, tactic or keyword. Use the tactic-group buttons to focus the grid.
  2. Click a technique card. Review its description, illustrative attack scenario, likelihood and impact scores, mitigations and framework mappings.
  3. Select Related techniques to explore possible attack-chain relationships. A relationship is a prompt for analysis; it does not establish that the whole chain is feasible in your system.
  4. Use View on ATLAS to open the source entry. Record the technique identifier and the access, permissions or conditions an attacker would need.

Stage 3AI Vulnerability

Purpose: understand what a weakness, attack technique or risk condition means for an AI system. The Navigator contains 49 class records across Model, Data, Application, Agent, Infrastructure, Governance and Agentic Amplification.

  1. Select a domain or use Search to find a class ID, name, keyword, cited CVE or mapped ATLAS identifier.
  2. Click a card and review its TYPE label, description and example scenario. Not every entry describes a product-specific vulnerability or has a CVE.
  3. Read CVE / CWE References, Mitigations, AI Amplification Factors and NIST AI 100-2 Classification. Decide whether the described component and exposure conditions apply to your system.
  4. Follow source links for individual CVEs, CWEs, ATLAS techniques and OWASP mappings. Use related-vulnerability chips to inspect connected records.
  5. Record applicable class IDs and any specific CVEs separately. Carry relevant controls to stage 4 and class IDs to stage 5 for assurance activity searches.

The three SOAI measures

MeasureMeaning
Technical Severity EstimateA class-level SOAI estimate out of 10. It is not an authoritative CVSS assessment of a specific product vulnerability.
AI Amplification EstimateA class-level SOAI estimate of AI-related amplification, out of 10. It is not an OWASP AIVSS score unless explicitly calculated and sourced.
Organizational RiskThe entry's reference likelihood × impact, out of 25. Assess applicability and actual organizational consequences separately.

Reading the KEV indicator

A red dot means at least one CVE cited in that record appears in the embedded CISA Known Exploited Vulnerabilities (KEV) catalog snapshot, labeled 2026.10.04. KEV membership applies to the cited CVE, not to the whole vulnerability class or to your deployed system.

Open the record to see which CVEs are flagged. A missing dot does not mean safe: the entry may have no specific CVE, or a cited CVE may not be in that snapshot. Use the CISA KEV and NVD buttons to check current information before any time-sensitive decision.

Keep the distinctions clear. A CVE identifies a particular disclosed vulnerability; a CWE describes a weakness class; an ATLAS technique describes adversary behavior. SOAI correlates these perspectives. A mapping alone does not show that your system is affected or that an attack has occurred.

Stage 4Mitigation & Defense

Purpose: turn risk, threat and vulnerability findings into candidate defensive actions. Stage 4 currently opens the Mitigation & Defense reference page. A full interactive Defensive Controls Navigator is in development; the current page has no searchable card grid or control scoring.

  1. Review the nine control domains and their Specific Actions.
  2. Select the actions relevant to the weakness you identified and to your system's architecture. Adapt scope, implementation and frequency to your operating context.
  3. Use Defends against links to inspect associated vulnerability records.
  4. Record each selected action, its owner, the planned implementation and how its effectiveness will be tested.
Code & domainUse it to consider
AIC Access & IdentityAccount permissions, API credentials, authentication and access boundaries
IPC Input & PromptUntrusted input, prompt handling, schemas and request limits
MPC Model ProtectionModel artifacts, integrity, training isolation and dataset validation
MDC Monitoring & DetectionBehavioral monitoring, logs, alerts and adversarial testing
TIC Tool & IntegrationApproved tools, sandboxing, egress and approval gates
SCC Supply ChainProviders, dependencies, provenance and component inventories
HPC Human & ProcessOversight, training, escalation and incident response
ORC Output & ResponseOutput validation, sensitive information and downstream handling
RRC Resilience & RecoveryRollback, containment, graceful degradation and recovery tests

Make each control testable

Replace a broad statement such as "use human oversight" with a verifiable requirement: "The assistant may prepare an email, but the sending service requires an authorized user to approve the recipient, message and attachments before transmission."

Treat the page's intervals and technical measures as candidate guidance. Do not assume a listed action is sufficient by itself, or that its frequency is mandatory for every environment.

Stage 5AI Assurance

Purpose: select activities that produce evidence about whether defenses work under defined conditions. The Navigator contains 49 activities across Model, Data, Application, Agent, Infrastructure, Governance and Operational assurance.

  1. Choose a domain and, if useful, a Frequency: Continuous, Periodic or Event-Driven. Select Show All to remove the frequency filter.
  2. Search by activity name, activity ID, vulnerability class ID or mapped framework identifier. Searching a class such as APP-02 highlights activities mapped to it.
  3. Click an activity. Start with its assurance question, Evidence produced and How to perform this assurance activity.
  4. Review Tools & Techniques, Artifact Produced, Key Insight and Assurance Claim Supported. The page provides guidance; it does not run tests or collect artifacts.
  5. Review framework crosswalks and Related assurance activities. Combine activities where one test alone would leave material gaps.
  6. Define the test boundary, configuration, test data, acceptance criteria, owner and required evidence. Perform the activity in an authorized test environment and keep the actual results in your assessment records.

Assurance scoring

Evidence Strength is the SOAI rating of evidence rigor and repeatability, out of 10. Coverage is the SOAI rating of breadth addressed, out of 10.

Assurance Confidence = (Evidence Strength × Coverage) ÷ 4  → out of 25

For example, Evidence Strength 8 and Coverage 8 give 16/25 (rounded to one decimal place where needed). These predefined values describe the reference activity's relative contribution. They do not measure evidence you have collected, the security of your deployed system or compliance.

Two different scales. Higher assurance scores mean stronger reference evidence; higher risk scores mean greater reference concern. Do not compare them directly.

Schedule the evidence work

FrequencyPlanning use
ContinuousMaintain monitoring or verification during operation and define alert ownership.
PeriodicSet a documented recurring test interval based on risk and system changes.
Event-DrivenDefine the change or incident that triggers reassessment and the required response.

Passing a test supports a bounded claim under the tested conditions. Record failures, coverage limits, unresolved risks and follow-up actions. Reassess when models, data, tools, permissions or operating conditions change.

Example walkthrough

Scenario: an engineering assistant reads supplier documents, searches project files and drafts email. Management is considering letting it send messages. The question: could instructions embedded in a supplier document cause an unauthorized action?

StageSuggested steps
1 AI RiskSearch for prompt injection and related agent risks. Record the risk codes and the consequence of unauthorized email or data disclosure.
2 AI Threat / ATLASSearch for indirect prompt injection. Examine the mapped technique and related tool-invocation or exfiltration behavior. Record the attack preconditions.
3 AI VulnerabilityOpen APP-02 Indirect Prompt Injection. Examine associated agent and tool weaknesses and decide which permissions make the scenario feasible.
4 Mitigation & DefenseReview IPC, TIC, AIC and MDC. Define untrusted-document handling, scoped tool permissions, outbound restrictions and approval before transmission.
5 AI AssuranceSearch APP-02. Select relevant activities and plan tests of injection resistance, tool permissions and approval gates. Retain results and audit records.

Claim to evaluate: "Supplier document content cannot cause an email to be transmitted without authorized approval."

Evidence should include approved test cases, configuration and permission records, attempted bypass results, and logs showing unapproved transmissions were blocked. Set success criteria before testing. This walkthrough is an illustration, not a recorded test result.

Reference: AI-RMF, Ch. 10 includes a Prompt Injection and RAG Test Checklist for this kind of scenario.

Record one traceable finding

For each finding, keep:

  • System and version
  • Review date
  • Risk code and consequence
  • ATLAS technique
  • Vulnerability class and applicable CVE/CWE
  • Selected control and owner
  • Assurance activity
  • Acceptance criteria
  • Evidence location
  • Result
  • Coverage limits
  • Residual risk
  • Next review trigger

Preserve source links and source dates alongside the SOAI interpretation.

Reference: AI Assurance, Appendix B provides templates for this record, including an Assurance Evidence Register.

Common questions

Nothing appears to match my search

Select All, clear the search text and, in Assurance, choose Show All for frequency. Then try the exact record identifier or a shorter keyword.

Can I save or export an assessment?

Not inside the tools. They have no built-in assessment editor, shared project record or export function, so keep your findings in your own records. Reloading a page may reset its search, filters and open panel.

Are the Navigators live scanners?

No. The records are embedded reference content. The tools do not inspect your system, run assurance tests or automatically refresh CVE and KEV data. Internet access is needed for linked sources and hosted pages.

Where do the mappings and scores come from?

Mappings and scores are SOAI analysis unless a source is cited. Framework content (NIST AI RMF, MITRE ATLAS, OWASP, CVE/CWE, CISA KEV) belongs to its publishers; use the source links to confirm current versions.

Can I print this guide?

Yes. Use your browser's Print command; the page switches to a printer-friendly layout, and you can choose Save as PDF.

Further reading

The method behind the Navigators is described in the Security of AI™ book series: