Secure Healthcare Model Using Multi-Step Deep Q Learning Network in Internet of Things

PP Roy, V Teju, SR Kandula, KV Sowmya, AI Stan… - Electronics, 2024 - mdpi.com
Internet of Things (IoT) is an emerging networking technology that connects both living and
non-living objects globally. In an era where IoT is increasingly integrated into various …

Deep Q-learning-based neural network with privacy preservation method for secure data transmission in internet of things (IoT) healthcare application

ND Kathamuthu, A Chinnamuthu, N Iruthayanathan… - Electronics, 2022 - mdpi.com
The healthcare industry is being transformed by the Internet of Things (IoT), as it provides
wide connectivity among physicians, medical devices, clinical and nursing staff, and patients …

Retracted article: maintaining security and privacy in health care system using learning based deep-Q-networks

P Mohamed Shakeel, S Baskar… - Journal of medical …, 2018 - Springer
In the recent past, Internet of Things (IoT) plays a significant role in different applications
such as health care, industrial sector, defense and research etc.… It provides effective …

IoT authentication model with optimized deep Q network for attack detection and mitigation

S Palekar, Y Radhika - International Journal of Intelligent Robotics and …, 2022 - Springer
Abstract The Internet of Things (IoT) is a promising area in day-to-day lives, like homes,
health, military, and agriculture. The expansion of IoT technology has gained the attention of …

[HTML][HTML] Strength of Deep Learning-based Solutions to Secure Healthcare IoT: A Critical Review

AT Mathew, P Mani - The Open …, 2023 - openbiomedicalengineeringjournal …
Healthcare applications of IoT systems have gained huge popularity across the globe. From
personal monitoring to expert clinical diagnosis, healthcare IoT systems have shown their …

Determining malware attacks in IoT health care system using self attention based depth poly O (optimized)-network

P Rodrigues, H Bangali, SA Basha, T Gopalakrishnan… - 2023 - researchsquare.com
Abstract The Internet of Things (IoT) is becoming more important in numerous sectors,
including healthcare, industry, the military, and education. The framework successfully …

Deep convolutional neural network and IoT technology for healthcare

S Wassan, H Dongyan, B Suhail, NZ Jhanjhi… - Digital …, 2024 - journals.sagepub.com
Background Deep Learning is an AI technology that trains computers to analyze data in an
approach similar to the human brain. Deep learning algorithms can find complex patterns in …

An intelligent SDN-IoT enabled intrusion detection system for healthcare systems using a hybrid deep learning and machine learning approach

R Arthi, S Krishnaveni, S Zeadally - China Communications, 2024 - ieeexplore.ieee.org
The advent of pandemics such as COVID-19 significantly impacts human behaviour and
lives every day. Therefore, it is essential to make medical services connected to internet …

An energy efficient and secure model using chaotic levy flight deep Q-learning in healthcare system

V Gowri, B Baranidharan - Sustainable Computing: Informatics and …, 2023 - Elsevier
Fog computing is a modern research trend that brings cloud computing services closer to the
network edge. It serves as middleware between cloud and Internet of Things (IoT) devices …

Security and privacy for future healthcare iot

MK Abid, ZUR Zia, S Farid - Journal of Computing & Biomedical Informatics, 2022 - jcbi.org
Computer networks are widely used in today's society, and we utilize the Internet to connect
to our home networks. IoT networks are a brand-new category of these networks where we …