Technical reports · 2018
Using Machine Learning Safely in Automotive Software: An Assessment and Adaption of Software Process Requirements in ISO 26262
Using Machine Learning Safely in Automotive Software: An Assessment and Adaption of Software Process Requirements in ISO 26262
Overview
The report assesses ISO 26262 Part 6 software-process requirements for supervised learning. It analyzes conflicts with ML development, proposes requirements addressing identified gaps, and discusses applying the adapted process to ML development scenarios.
Version: arXiv v1 — manuscript revision