Addressing uncertainty in the safety assurance of machine-learning

There is increasing interest in the application of machine learning (ML) technologies to safety-critical cyber-physical systems, with the promise of increased levels of autonomy due to their potential for solving complex perception and planning tasks. However, demonstrating the safety of ML is seen...

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Bibliographic Details
Main Authors: Simon Burton, Benjamin Herd
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-04-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2023.1132580/full