[HTML][HTML] Transformative impacts of the internet of medical things on modern healthcare
Abstract The Internet of Medical Things (IoMT) offers real-time data insights, reduces energy
costs, and enhances patient comfort, presenting transformative potential for healthcare …
costs, and enhances patient comfort, presenting transformative potential for healthcare …
Federated learning design and functional models: Survey
Federated learning is a multiple device collaboration setup designed to solve machine
learning problems under framework for aggregation and knowledge transfer in distributed …
learning problems under framework for aggregation and knowledge transfer in distributed …
Blockchain-Enabled Federated Reinforcement Learning (B-FRL) model for privacy preservation service in IoT systems
The rapid explosion of Internet of Things (IoT) devices has resulted in extraordinary data
generation, necessitating advanced methods for data processing and privacy preservation …
generation, necessitating advanced methods for data processing and privacy preservation …
[HTML][HTML] A Privacy Preserving Federated Learning System for IoT Devices Using Blockchain and Optimization
Y Han - Journal of Computer and Communications, 2024 - scirp.org
In this study, a blockchain based federated learning system using an enhanced weighted
mean vector optimization algorithm, known as EINFO, is proposed. The proposed EINFO …
mean vector optimization algorithm, known as EINFO, is proposed. The proposed EINFO …
Enhancing security in electronic health records using an adaptive feature-centric polynomial data security model with blockchain integration
Data security in electronic health records (EHR) remains a critical concern, with existing
methods employing session, service, feature, rule, and profile-based encryption and access …
methods employing session, service, feature, rule, and profile-based encryption and access …
A Theoretical Comparison of Federated Learning with Differential Privacy and Blockchain for Security and Privacy in IoMT
The advancement of decentralized, real-time data collection through the Internet of Medical
Things is transforming the healthcare industry. However, this innovation brings forth …
Things is transforming the healthcare industry. However, this innovation brings forth …
Blockchain Framework for Secure Patient Data Management
This research paper explores the design and implementation of a blockchain-based
personal data management system. With increasing data privacy and security concerns …
personal data management system. With increasing data privacy and security concerns …
Personalized Medical Federated Learning Based on Mutual Knowledge Distillation in Object Heterogeneous Environment
L Ni, C Song, H Zhao, Y Tang, Y Ma… - Blockchain and Web3 …, 2024 - Springer
Federated Learning (FL), hailed as a potent approach in merging medical expertise,
promises to elevate collaborative efforts among healthcare institutions while safeguarding …
promises to elevate collaborative efforts among healthcare institutions while safeguarding …
Exploring Blockchain as a Security Framework for IoT in Healthcare: A Systematic Literature Review
IS Mangkunegara, HM Marhoon - Journal of Advanced Health …, 2024 - ejournal.ptti.web.id
This systematic literature review explores the use of blockchain technology to improve the
security of communication between IoT devices in the healthcare sector. The integration of …
security of communication between IoT devices in the healthcare sector. The integration of …
[PDF][PDF] USE OF BLOCKCHAIN TECHNOLOGY TO STRENGTHEN IDENTITY AND ACCESS MANAGEMENT (IAM)
N Ghadge - International Journal of Information Technology (IJIT), 2024 - researchgate.net
In today's digital landscape, the security of identities and access to sensitive information is
paramount. Traditional identity and access management (IAM) systems are often …
paramount. Traditional identity and access management (IAM) systems are often …