Proposition d’un modèle de sécurité pour la protection de données personnelles dans les systèmes basés sur l’internet des objets

Abstract : Internet of Things (IoT) and IT service outsourcing technologies have led to the emergence of new threats to users' privacy. However, the implementation of traditional security measures on IoT equipment is a first challenge due to capacity limitations. On the other hand, the offloading of data processing and storage poses the problem of trust in service providers.In this context, we have proposed an encryption solution that provides owner-centric data protection adapted to the constraining environment of IoT. This model is based on attribute-based encryption with secure offloading capability and Blockchain technology. Then, in response to the issue of trust and service selection, we explored the possibilities offered by artificial intelligence tools. To do this, we proposed a collaborative filtering model based on Kohonen maps and efficient solution to detect the untrusted users.
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Submitted on : Wednesday, September 4, 2019 - 4:23:06 PM
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Youcef Ould Yahia. Proposition d’un modèle de sécurité pour la protection de données personnelles dans les systèmes basés sur l’internet des objets. Réseaux et télécommunications [cs.NI]. Conservatoire national des arts et metiers - CNAM, 2019. Français. ⟨NNT : 2019CNAM1242⟩. ⟨tel-02278828⟩

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