Artificial intelligence (AI) — Assessment of the robustness of neural networks

Part 2: Methodology for the use of formal methods

Abstract

This document provides methodology for the use of formal methods to assess robustness properties of neural networks. The document focuses on how to select, apply and manage formal methods to prove robustness properties.

Clarification & Keywords

Domain:

Cross-industry

Keywords:

Artificial intelligence (AI)Robustness Neural networks Formal methods Methodology Robustness properties Assessment

Technical Information

Standardization Body:

ISO/IEC

Last Updated:

2023

Development Stage:

Published

Related Domain

Cross-industry

ISO/IEC

ISO/IEC 42006:2025

Information technology — Artificial intelligence — Requirements for bodies providing audit and certification of artificial intelligence management systems

Framework for Artificial Intelligence (AI) Systems Using Machine Learning (ML)

Artificial intelligence — Data quality for analytics and machine learning (ML)

Published