Integration of Blockchain and FL

A Survey on Decentralized Federated Learning

Authors: Edoardo Gabrielli, Giovanni Pica, Gabriele Tolomei | Published: 2023-08-08
Data Protection Method
Integration of Blockchain and FL
Poisoning

Blockchain and Machine Learning for Fraud Detection: A Privacy-Preserving and Adaptive Incentive Based Approach

Authors: Tahmid Hasan Pranto, Kazi Tamzid Akhter Md Hasib, Tahsinur Rahman, AKM Bahalul Haque, A. K. M. Najmul Islam, Rashedur M. Rahman | Published: 2022-10-23
Integration of Blockchain and FL
Fraudulent Transaction
Reward Mechanism Design

Transparent Contribution Evaluation for Secure Federated Learning on Blockchain

Authors: Shuaicheng Ma, Yang Cao, Li Xiong | Published: 2021-01-26 | Updated: 2021-04-24
Data Protection Method
Integration of Blockchain and FL
Trust Evaluation

Distributed creation of Machine learning agents for Blockchain analysis

Authors: Zvezdin Besarabov, Todor Kolev | Published: 2019-09-06
Incentive Mechanism
Integration of Blockchain and FL
Machine Learning