Multi-Perspective Trust Management Framework for Crowdsourced IoT Services

We propose a novel generic trust management framework for crowdsourced IoT services. The framework exploits a multi-perspective trust model that captures the inherent characteristics of crowdsourced IoT services. Each perspective is defined by a set of attributes that contribute to the perspective&#...

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Veröffentlicht in:IEEE transactions on services computing 2022-07, Vol.15 (4), p.2396-2409
Hauptverfasser: Bahutair, Mohammed, Bouguettaya, Athman, Neiat, Azadeh Ghari
Format: Artikel
Sprache:eng
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Zusammenfassung:We propose a novel generic trust management framework for crowdsourced IoT services. The framework exploits a multi-perspective trust model that captures the inherent characteristics of crowdsourced IoT services. Each perspective is defined by a set of attributes that contribute to the perspective's influence on trust. The attributes are fed into a machine-learning-based algorithm to generate a trust model for crowdsourced services in IoT environments. We demonstrate the effectiveness of our approach by conducting experiments on real-world datasets.
ISSN:1939-1374
2372-0204
DOI:10.1109/TSC.2021.3052219