Blockchain-Based Two-Stage Federated Learning With Non-IID Data in IoMT System

Blockchain-Empowered Secure and Privacy-Preserving Health Data Sharing in Edge-Based IoMT

(2022) Xueli Nie et al.   Security and Communication Networks

Federated Learning for Healthcare: Systematic Review and Architecture Proposal

(2022) Rodolfo Stoffel Antunes et al.   ACM Transactions on Intelligent Systems and Technology

Recent Advances on Federated Learning for Cybersecurity and Cybersecurity for Federated Learning for Internet of Things

(2022) Bimal Ghimire et al.   IEEE Internet of Things Journal

Blockchain-based Privacy-preserving and Rewarding Private Data Sharing for IoT

(2022) Tian Li et al.   IEEE Internet of Things Journal

Node Selection Toward Faster Convergence for Federated Learning on Non-IID Data

(2022) Hongda Wu et al.   IEEE Transactions on Network Science and Engineering

Federated Learning Meets Multi-Objective Optimization

(2022) Zeou Hu et al.   IEEE Transactions on Network Science and Engineering

A Redactable Blockchain Framework for Secure Federated Learning in Industrial Internet of Things

(2022) Jiannan Wei et al.   IEEE Internet of Things Journal

WSCC: A Weight-Similarity-Based Client Clustering Approach for Non-IID Federated Learning

(2022) Pu Tian et al.   IEEE Internet of Things Journal

Federated Learning With Taskonomy for Non-IID Data

(2022) Hadi Jamali-Rad et al.   IEEE Transactions on Neural Networks and Learning Systems

EPPDA: An Efficient Privacy-Preserving Data Aggregation Federated Learning Scheme

(2022) Jingcheng Song et al.   IEEE Transactions on Network Science and Engineering

Mobility and Privacy-Aware Offloading of AR Applications for Healthcare Cyber-Physical Systems in Edge Computing

(2022) Kai Peng et al.   IEEE Transactions on Network Science and Engineering

Fairness, integrity, and privacy in a scalable blockchain-based federated learning system

(2021) Timon Rückel et al.   Computer Networks

Federated learning on non-IID data: A survey

(2021) Hangyu Zhu et al.   NEUROCOMPUTING

Research on the Evaluation Model of Educational Management Theory Based on Data Mining from the Perspective of Neural Network

(2021) Die Zheng   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT

(2021) Hu Xiong et al.   IEEE Journal of Biomedical and Health Informatics

An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture

(2020) Swarna Priya R.M. et al.   COMPUTER COMMUNICATIONS

Decentralized Privacy Using Blockchain-Enabled Federated Learning in Fog Computing

(2020) Youyang Qu et al.   IEEE Internet of Things Journal

Fed-IIoT: A Robust Federated Malware Detection Architecture in Industrial IoT

(2020) Rahim Taheri et al.   IEEE Transactions on Industrial Informatics

PrivySharing: A blockchain-based framework for privacy-preserving and secure data sharing in smart cities

(2019) Imran Makhdoom et al.   COMPUTERS & SECURITY

Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT

(2019) Yunlong Lu et al.   IEEE Transactions on Industrial Informatics