Dynamic Assurance Cases: A Pathway to Trusted Autonomy
Erfan Asaadi, Ewen Denney, Jonathan Menzies, Ganesh Pai, Dimo Petroff
Abstract
We propose a system architecture that facilitates dynamic assurance of autonomous systems embedding machine learning-based components. We also introduce dynamic assurance cases as a generic framework to provide justified confidence in their capabilities.
Topics & Concepts
Computer scienceInformation assuranceArchitectureAutonomyTrusted ComputingEmbeddingSoftware engineeringComputer securityDistributed computingArtificial intelligenceInformation securityVisual artsPolitical scienceLawArtSafety Systems Engineering in AutonomySoftware Reliability and Analysis ResearchQuality and Safety in Healthcare