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Conception et développement d'un système d'e-santé intelligent et sécurisé basé sur le raisonnement probabiliste et la technologie blockchain

Abstract : With longevity and a growing rate of the elderly, it is vital to enable the elderlies to have better quality of lives with reduced costs using e-health. The unreliability of data, the uncertainty of medical rules, security concerns, and personalization pose many challenges in creating an intelligent and secure e-health system; in this thesis, we address the mentioned challenges. Firstly, we have proposed a self-adaptive telecare framework. This framework provides IoT-based telemonitoring with a smart selection of sensing action to provide a holistic image of patients with minimal intrusions. Secondly, we have proposed a secure framework for handling robustness and privacy issues in IoT networks. The proposed framework is based on blockchain technology and distributed storage to ensure integrity and availability in a decentralized network. The proposed framework enables privacy-preserving AI on the data, allowing AI to encrypt data without providing any access to the data. Thirdly, we have proposed a secure and robust framework for data sharing in e-health, or generally in IoT networks. The proposed framework uses cryptographic algorithms to provide secure data sharing without revealing any personal data and while avoiding redundancy.
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https://tel.archives-ouvertes.fr/tel-03767529
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Submitted on : Friday, September 2, 2022 - 1:12:35 AM
Last modification on : Wednesday, September 28, 2022 - 5:59:38 AM

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Hossain Kordestani. Conception et développement d'un système d'e-santé intelligent et sécurisé basé sur le raisonnement probabiliste et la technologie blockchain. Intelligence artificielle [cs.AI]. HESAM Université, 2021. Français. ⟨NNT : 2021HESAC010⟩. ⟨tel-03767529⟩

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