Standards · 2023.08

ISO/IEC 24029-2:2023 — Artificial intelligence (AI) — Assessment of the robustness of neural networks — Part 2: Methodology for the use of formal methods

ISO/IEC 24029-2:2023 — Artificial intelligence (AI) — Assessment of the robustness of neural networks — Part 2: Methodology for the use of formal methods

Overview

Presents a methodology for using formal methods to evaluate neural-network robustness. It addresses selecting, applying and managing formal approaches, offering supporting guidance for engineers building verification evidence about ML components in safety-related applications.

Version: Edition 1

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