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المؤلفOmar, Mohammed
المؤلفBadawy, Ahmed
المؤلفAbulsaud, Khalid
المؤلفYaacoub, Elias
المؤلفGuizani, Mohsen
تاريخ الإتاحة2023-11-09T05:32:43Z
تاريخ النشر2023-01-01
اسم المنشور2023 International Conference on Smart Applications, Communications and Networking, SmartNets 2023
المعرّفhttp://dx.doi.org/10.1109/SmartNets58706.2023.10216109
الاقتباسOmar, M., Badawy, A., Abulsaud, K., Yaacoub, E., & Guizani, M. (2023, July). Exploiting Spatial Correlations: Group Key Generation for Secure IoT Device Networks. In 2023 International Conference on Smart Applications, Communications and Networking (SmartNets) (pp. 1-6). IEEE.‏
الترقيم الدولي الموحد للكتاب 9798350302523
معرّف المصادر الموحدhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85170642525&origin=inward
معرّف المصادر الموحدhttp://hdl.handle.net/10576/49087
الملخصWith the exponential growth in IoT devices, especially in healthcare systems, where multiple devices are attributed to one person, the need for a secure and effective group secret key (GSK) generation is intrinsic. GSKs facilitate simplified and energy-efficient key management. Moreover, GSKs are suitable for encrypting broadcast control and alert messages. Existing group key generation schemes show many pitfalls, with the majority of them being either computationally inefficient or impractical. In this paper, we propose a novel approach to generating GSKs by exploiting the channel state information (CSI) of spatially correlated IoT nodes. We implement a feedforward neural network (FNN) for identical channel feature generation for the nodes. We then employ a group key generation scheme based on the generated channel features. Results verify the performance of the proposed scheme and demonstrate outstanding performance in the presence of a passive adversary.
اللغةen
الناشرInstitute of Electrical and Electronics Engineers Inc.
الموضوعDeep learning
Group key generation
Physical layer security
Spatial correlation
العنوانExploiting Spatial Correlations: Group Key Generation for Secure IoT Device Networks
النوعConference Paper
الصفحات1-6
dc.accessType Abstract Only


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