Explainability for Property Violations in Cyberphysical Systems: An Immune-Inspired Approach

A systematic approach is essential to help understand the system behaviors that lead to critical cyberphysical system failures. We present a methodology that identifies and isolates crucial anomalous behaviors that can hamper the system and are often challenging to capture.

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Bibliographic Details
Published in:	IEEE software Vol. 41; no. 5; pp. 43 - 51
Main Authors:	Costa de Araujo, Joao Paulo, Rodrigues, Genaina Nunes, Carwehl, Marc, Vogel, Thomas, Grunske, Lars, Caldas, Ricardo, Pelliccione, Patrizio
Format:	Journal Article
Language:	English
Published:	Los Alamitos IEEE 01-09-2024 IEEE Computer Society
Subjects:	Cognition Cyber-physical systems Detectors Fault diagnosis Feature extraction Sensor systems Sensors Software algorithms System failures
Online Access:	Get full text
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Description
Summary:	A systematic approach is essential to help understand the system behaviors that lead to critical cyberphysical system failures. We present a methodology that identifies and isolates crucial anomalous behaviors that can hamper the system and are often challenging to capture.
ISSN:	0740-7459 1937-4194
DOI:	10.1109/MS.2024.3387289