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  4. Towards Runtime Monitoring for Malicious Behaviors Detection in Smart Ecosystems
 
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2019
Conference Paper
Title

Towards Runtime Monitoring for Malicious Behaviors Detection in Smart Ecosystems

Abstract
Smart Ecosystem reflects in the control decisions of entities of different nature, especially of its software components. Particularly, the malicious behavior requires a more accurate attention. This paper discusses the challenges related to the evaluation of software smart agents and proposes a first solution leveraging the monitoring facilities for a) assuring conformity between the software agent and its digital twin in a real-time evaluation and b) validating decisions of the digital twins during runtime in a predictive simulation.
Author(s)
Cioroaica, Emilia  
Fraunhofer-Institut für Experimentelles Software Engineering IESE  
Giandomenico, Felicita Di
Kuhn, Thomas  
Fraunhofer-Institut für Experimentelles Software Engineering IESE  
Lonetti, Francesca
Marchetti, Eda
Jahic, Jasmin
Fraunhofer-Institut für Experimentelles Software Engineering IESE  
Schnicke, Frank  
Fraunhofer-Institut für Experimentelles Software Engineering IESE  
Mainwork
IEEE 30th International Symposium on Software Reliability Engineering Workshops, ISSREW 2019. Proceedings  
Project(s)
SECREDAS  
Funder
European Commission EC  
Conference
International Symposium on Software Reliability Engineering (ISSRE) 2019  
Open Access
File(s)
Download (142.91 KB)
DOI
10.24406/publica-r-408265
10.1109/ISSREW.2019.00072
Language
English
Fraunhofer-Institut für Experimentelles Software Engineering IESE  
Keyword(s)
  • Data visualisation

  • Software agents

  • Digital twins

  • Malicious behaviours

  • Monitoring

  • Smart ecosystems

  • Virtual evaluation

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