Energy-Efficient IoT e-Health Using Artificial Intelligence Model with Homomorphic Secret Sharing

Energies

Tanzila Saba¹  Souad Larabi Marie-Sainte¹  Amjad Rehman¹  Khalid Haseeb²  Jaime Lloret³ 

[1] Artificial Intelligence and Data Analytics (AIDA) Lab, CCIS Prince Sultan University, Riyadh 11586, Saudi Arabia;Department of Computer Science, Islamia College Peshawar, Peshawar 25000, Pakistan;Integrated Management Coastal Research Institute, Universitat Politecnica de Valencia, 46730 Valencia, Spain;

关键词: health system;    artificial intelligence;    inflectional diseases;    energy efficiency;    homomorphic secrets;   

DOI  :  10.3390/en14196414

来源: DOAJ

【 摘 要 】

Internet of Things (IoT) is a developing technology for supporting heterogeneous physical objects into smart things and improving the individuals living using wireless communication systems. Recently, many smart healthcare systems are based on the Internet of Medical Things (IoMT) to collect and analyze the data for infectious diseases, i.e., body fever, flu, COVID-19, shortness of breath, etc. with the least operation cost. However, the most important research challenges in such applications are storing the medical data on a secured cloud and make the disease diagnosis system more energy efficient. Additionally, the rapid explosion of IoMT technology has involved many cyber-criminals and continuous attempts to compromise medical devices with information loss and generating bogus certificates. Thus, the increase in modern technologies for healthcare applications based on IoMT, securing health data, and offering trusted communication against intruders is gaining much research attention. Therefore, this study aims to propose an energy-efficient IoT e-health model using artificial intelligence with homomorphic secret sharing, which aims to increase the maintainability of disease diagnosis systems and support trustworthy communication with the integration of the medical cloud. The proposed model is analyzed and proved its significance against relevant systems.

【 授权许可】

Unknown