Mesure de la confiance dans les systèmes d'information : application aux données de navires
Abstract
Rapid evolution of numerous types of sensors and communicating objects has significantly
enhanced the content of information systems, especially mobile ones. However, it raises new
questions about trust one can have in information and sources. Indeed, sources can be duped
or under external control falsifying source's information. This paper proposes to study security
of information systems through the notion of trust. First, definition then evaluation of trust in
heterogeneous networks are introduced. Afterwards, we propose modelling of sources. Trust
in sources is studied and measured through two characteristics: competence and sincerity.
Experiments based on several simulated sources from a real dataset show the relevance of our
approach. This work is applied to the analysis of position and navigation data.