Applying Concept-Based Models for Enhanced Safety Argumentation

Download PDF
Open Webpage

João Paulo Costa de Araujo, Balahari Vignesh Balu, Eik Reichmann, Jessica Kelly, Stefan Kugele, Núria Mata, Lars Grunske

Published: 2025, Last Modified: 20 May 2026Software Engineering 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: In this extended abstract we summarize our work on using Concept Bottleneck Models (CBMs) for an enhanced safety argumentation of vision-based Machine Learning (ML) perception components in safety critical systems. This paper has been published at the International Symposium on Software Reliability Engineering (ISRRE’24)