Blockchain Technology

A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization

Authors: Xiao Li, Weili Wu | Published: 2023-10-14
Byzantine Consensus Mechanism
Blockchain Technology
Federated Learning

Secure Decentralized Learning with Blockchain

Authors: Xiaoxue Zhang, Yifan Hua, Chen Qian | Published: 2023-10-10 | Updated: 2024-03-11
Blockchain Technology
Poisoning
Federated Learning

A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique

Authors: Abdur Rehman, Sagheer Abbas, M. A. Khan, Taher M. Ghazal, Khan Muhammad Adnan, Amir Mosavi | Published: 2022-09-16
Blockchain Technology
Model Performance Evaluation
Medical Monitoring System

Survey on the Convergence of Machine Learning and Blockchain

Authors: Shengwen Ding, Chenhui Hu | Published: 2022-01-04 | Updated: 2022-06-28
Blockchain Technology
Membership Inference
Machine Learning Technology

Reputation-based PoS for the Restriction of Illicit Activities on Blockchain: Algorand Usecase

Authors: Mayank Pandey, Rachit Agarwal, Sandeep Kumar Shukla, Nishchal Kumar Verma | Published: 2021-12-21 | Updated: 2022-08-25
Blockchain Technology
Crime Detection
Communication Efficiency

Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System

Authors: Timon Rückel, Johannes Sedlmeir, Peter Hofmann | Published: 2021-11-11
Privacy Risk Management
Blockchain Technology
Federated Learning

A Systematic Survey of Blockchained Federated Learning

Authors: Zhilin Wang, Qin Hu, Minghui Xu, Yan Zhuang, Yawei Wang, Xiuzhen Cheng | Published: 2021-10-05 | Updated: 2024-06-01
Data Privacy Assessment
Blockchain Technology
Federated Learning

Machine Learning Enhanced Blockchain Consensus with Transaction Prioritization for Smart Cities

Authors: S. Valli Sanghami, John J. Lee, Qin Hu | Published: 2021-07-20
Transaction Prioritization
Blockchain Technology
Reliability Scoring

Federated Learning using Smart Contracts on Blockchains, based on Reward Driven Approach

Authors: Monik Raj Behera, Sudhir Upadhyay, Suresh Shetty | Published: 2021-07-19 | Updated: 2022-03-26
Blockchain Technology
Machine Learning Technology
Federated Learning

Security of Healthcare Data Using Blockchains: A Survey

Authors: Mayank Pandey, Rachit Agarwal, Sandeep K. Shukla, Nishchal K. Verma | Published: 2021-03-23
Data Protection Method
Blockchain Technology
Types of Medical Data