Predictive Simulation within the Process of Building Trust

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Authors

CIOROAICA Emilia BÜHNOVÁ Barbora KUHN Thomas

Year of publication 2022
Type Article in Proceedings
Conference IEEE International Conference on Software Architecture Workshops (ICSAW)
MU Faculty or unit

Faculty of Informatics

Citation
Doi http://dx.doi.org/10.1109/ICSA-C54293.2022.00017
Keywords Trust; Predictive Simulation; Autonomous Ecosystems
Description The emerging dynamic architectures of autonomous digital ecosystems raise new challenges in the process of assuring trust and safety. In particular, the admission of software smart agents into autonomous dynamic ecosystems will become a significant future topic. In this work we propose the concept of predictive simulation, which elevates from the concept of virtual Hardware-in-the-Loop (vHiL) testbed, to support rapid runtime evaluation of software smart agents in autonomous digital ecosystems. Based on this testbed, we introduce a novel strategy for building trust in software components that enter an ecosystem as black boxes without executing their behavior which can be potentially malicious, but by executing corresponding digital twins which are abstract models fed with real-time data.
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