Research papers · Posted 2020.08.04 · Preprint
Safety design concepts for statistical machine learning components toward accordance with functional safety standards
Safety design concepts for statistical machine learning components toward accordance with functional safety standards
Overview
The paper organizes five technical safety concepts for statistical ML components. It discusses quantitative evaluation alongside XAI and Automotive SPICE development processes, comparing conceptual cost and difficulty rather than claiming standards conformity.
Version: v1