• MathWorks AI Verification Library for Deep Learning Toolbox

  MathWorks · Commercial · AI assurance & verification

  Formal robustness verification, output bounds, adversarial examples and out-of-distribution detection for MATLAB, ONNX and PyTorch networks, with airborne runway-sign and ACAS Xu worked examples.

  • Aerospace & aviation
  • Other safety-critical
  • DO-178C / DO-330
  • EASA AI Concept Paper
  • ARP4754B

Official documents and working-group pages

These are the primary public pages we cite for ARP4754B. They are not directory listings and are not endorsements.

Sources last checked on 15 October 2026.

1. ARP4754B: Guidelines for Development of Civil Aircraft and Systems - SAE International
2. ARP4754A: Guidelines for Development of Civil Aircraft and Systems - SAE International
3. AC 20-174 - Development of Civil Aircraft and Systems - FAA
4. Roadmap for Artificial Intelligence Safety Assurance, Version I - FAA

Related articles

• ARP4754B FDAL and IDAL when the function is machine learning

Questions

Why are there so few commercial tools tagged for ARP4754B?

We only tag a tool when the cited public page names this framework (or, for SAE G-34, EUROCAE WG-114, ED-324 or ARP6983). We do not infer support from a related aviation standard.

Where are the official ARP4754B documents?

The official documents and working-group pages are listed on this page and on the ARP4754B explainer.

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