This book constitutes the refereed proceedings of the 5th International Workshop on Software Verification and Formal Methods for ML-Enables Autonomous Systems, FoMLAS 2022, and the 15th International Workshop on Numerical Software Verification, NSV 2022, which took place in Haifa, Israel, in July/August 2022. The volume contains 8 full papers from the FoMLAS 2022 workshop and 3 full papers from the NSV 2022 workshop. The FoMLAS workshop is dedicated to the development of novel formal methods techniques to discussing on how formal methods can be used to increase predictability, explainability, and accountability of ML-enabled autonomous systems. NSV 2022 is focusing on the challenges of the verification of cyber-physical systems with machine learning components.
Edited by:
Omri Isac, Radoslav Ivanov, Guy Katz, Nina Narodytska, Laura Nenzi Imprint: Springer International Publishing AG Country of Publication: Switzerland Edition: 1st ed. 2022 Volume: 13466 Dimensions:
Height: 235mm,
Width: 155mm,
Weight: 338g ISBN:9783031212215 ISBN 10: 3031212215 Series:Lecture Notes in Computer Science Pages: 205 Publication Date:16 December 2022 Audience:
Professional and scholarly
,
Undergraduate
Format:Paperback Publisher's Status: Active