Félix Gómez Mármol, Javier Gómez Marín-Blázquez, Gregorio Martínez Pérez
Third IEEE International Symposium on Trust, Security and Privacy for Emerging Applications (TSP-10), pp. 838-845, ISBN: 978-1-4244-7547-6, Bradford, UK
Publication year: 2010

Abstract

Trust is, in some cases, being considered as a requirement in highly distributed communication scenarios. Before accessing a particular service, a trust model is then being used in these scenarios to determine if the service provider can be trusted or not. It is done usually on behalf of the final user or service customer, and with little intervention of him/her. This is usually happening with the main aim of automatizing the process, but also because trust models are normally making use of reasoning mechanisms and models difficult to understand by humans. In this paper we propose the adaptation of a bio-inspired trust model to deal with linguistic fuzzy labels, which are closer to the human way of thinking. This Linguistic Fuzzy Trust Model also uses fuzzy reasoning. Results show that the new model keeps the accuracy of the underlying bio-inspired trust model and the level of client satisfaction, while enhancing the interpretability of the model.

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Co-Authors

This work would not have been possible without the inestimable contribution of:

  • Javier Gómez Marín-Blázquez
  • Gregorio Martínez Pérez
Javier Gómez Marín-Blázquez

Javier Gómez Marín-Blázquez

University of Murcia

Web
Gregorio Martínez Pérez

Gregorio Martínez Pérez

University of Murcia

Web

Citation

Félix Gómez Mármol, Javier Gómez Marín-Blázquez, Gregorio Martínez Pérez, «Linguistic Fuzzy Logic Enhancement of a Trust Mechanism for Distributed Networks«, Third IEEE International Symposium on Trust, Security and Privacy for Emerging Applications (TSP-10), Bradford (United Kingdom), 29/06/2010 – 01/07/2010

Conference Details