Thomas Vogel

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

Reference

João Paulo Costa de Araujo, Genaína Nunes Rodrigues, Marc Carwehl, Thomas Vogel, Lars Grunske, Ricardo Caldas, and Patrizio Pelliccione. “Explainability for Property Violations in Cyberphysical Systems: An Immune-Inspired Approach”. In: IEEE Software 41.5 (2024), pp. 43–51. doi: 10.1109/MS.2024.3387289.

Abstract

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.

BibTeX

@article{2024-IEEESoftware,
  author={Costa de Araujo, João Paulo and Rodrigues, Genaína Nunes and Carwehl, Marc and Vogel, Thomas and Grunske, Lars and Caldas, Ricardo and Pelliccione, Patrizio},
  journal={IEEE Software},
  title={Explainability for Property Violations in Cyberphysical Systems: An Immune-Inspired Approach},
  year={2024},
  volume={41},
  number={5},
  pages={43-51},
  doi={10.1109/MS.2024.3387289},
}
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