Blockchain-based Trustworthy Federated Learning Architecture

Blockchain-based Trustworthy Federated Learning Architecture

16 August 2021

Liming Zhu

Papers citing "Blockchain-based Trustworthy Federated Learning Architecture"

7 / 7 papers shown

Title
End-to-End Verifiable Decentralized Federated Learning Chaehyeon Lee Jonathan Heiss Stefan Tai James Won-Ki Hong 24 2 0 19 Apr 2024
Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning Ji Liu Chunlu Chen Yu Li Lin Sun Yulun Song Jingbo Zhou Bo Jing Dejing Dou 38 9 0 28 Mar 2024
Trustworthy Federated Learning: A Survey A. Tariq M. Serhani F. Sallabi Tariq Qayyum E. Barka K. Shuaib FedML 25 9 0 19 May 2023
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering Qinghua Lu Liming Zhu Xiwei Xu Jon Whittle Didar Zowghi Aurelie Jacquet AI4TS 41 55 0 12 Sep 2022
Advancing Blockchain-based Federated Learning through Verifiable Off-chain Computations Jonathan Heiss Elias Grunewald Nikolas Haimerl Stefan Schulte Stefan Tai FedML 15 28 0 23 Jun 2022
Proof of Federated Training: Accountable Cross-Network Model Training and Inference Sarthak Chakraborty Sandip Chakraborty FedML 13 2 0 14 Apr 2022
Towards Verifiable Federated Learning Yanci Zhang Hanyou Yu FedML 6 21 0 15 Feb 2022