Certification Game for the Safety Analysis of AI-Based CPS

Autor:	Ayan Banerjee, Imane Lamrani, Sandeep K. S. Gupta
Rok vydání:	2021
Předmět:	Operational system Consistency (database systems) Engineering management Process (engineering) Computer science Safety engineering Certification Engineering design process Competitive advantage Game theory
Zdroj:	Lecture Notes in Computer Science ISBN: 9783030839055 SAFECOMP Workshops
DOI:	10.1007/978-3-030-83906-2_25
Popis:	Current certification procedures aim at establishing trust in manufacturers of artificial intelligence/machine learning based cyber-physical systems. The certification process usually requires the manufacturer to demonstrate excellence in following safety engineering standards and regulations throughout the holistic system’s engineering process. This paper touches on the need for real-world performance monitoring performed by the certifier to ensure that the operational system does not deviate from the specifications. We propose an interactive cooperative process between the manufacturer and certifier which aims at verifying conformance and consistency between the specifications and the operational model while preserving the manufacturer’s competitive advantage.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::da49d5e771aff830106b4a0eb09981aa https://doi.org/10.1007/978-3-030-83906-2_25 Zobrazit plný text záznamu