Blockchain-enabled federated learning: A survey

Y Qu, MP Uddin, C Gan, Y **ang, L Gao… - ACM Computing …, 2022 - dl.acm.org
Federated learning (FL) has experienced a boom in recent years, which is jointly promoted
by the prosperity of machine learning and Artificial Intelligence along with emerging privacy …

A survey of distributed consensus protocols for blockchain networks

Y **ao, N Zhang, W Lou, YT Hou - … Communications Surveys & …, 2020 - ieeexplore.ieee.org
Since the inception of Bitcoin, cryptocurrencies and the underlying blockchain technology
have attracted an increasing interest from both academia and industry. Among various core …

Federated learning with blockchain for autonomous vehicles: Analysis and design challenges

SR Pokhrel, J Choi - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
We propose an autonomous blockchain-based federated learning (BFL) design for privacy-
aware and efficient vehicular communication networking, where local on-vehicle machine …

Blockchain-based decentralized energy management platform for residential distributed energy resources in a virtual power plant

Q Yang, H Wang, T Wang, S Zhang, X Wu, H Wang - Applied Energy, 2021 - Elsevier
The advent of distributed energy resources (DERs), such as distributed renewables, energy
storage, electric vehicles, and controllable loads, brings a significantly disruptive and …

Blockchain in the courtroom: exploring its evidentiary significance and procedural implications in US judicial processes

X Wang, YC Wu, Z Ma - Frontiers in Blockchain, 2024 - frontiersin.org
This paper explores the evidentiary significance of blockchain records and the procedural
implications of integrating this technology into the US judicial system, as several states have …

Towards fair and privacy-preserving federated deep models

L Lyu, J Yu, K Nandakumar, Y Li, X Ma… - … on Parallel and …, 2020 - ieeexplore.ieee.org
The current standalone deep learning framework tends to result in overfitting and low utility.
This problem can be addressed by either a centralized framework that deploys a central …

Sok: Dag-based blockchain systems

Q Wang, J Yu, S Chen, Y **ang - ACM Computing Surveys, 2023 - dl.acm.org
Limitations on high latency and low scalability of classical blockchain systems retard their
adoptions and applications. Reconstructed blockchain systems have been proposed to …

Investigating the prospect of leveraging blockchain and machine learning to secure vehicular networks: A survey

M Dibaei, X Zheng, Y **a, X Xu, A Jolfaei… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With recent developments in communication technologies, vehicular networks have become
a reality with various applications. However, the cybersecurity aspect of vehicular networks …

Privacy-preserving transactive energy management for IoT-aided smart homes via blockchain

Q Yang, H Wang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
With the booming of smart grid, the ubiquitously deployed smart meters constitutes an
energy Internet of Things (IoT). This article develops a novel blockchain-based transactive …

Diablo: A benchmark suite for blockchains

V Gramoli, R Guerraoui, A Lebedev, C Natoli… - Proceedings of the …, 2023 - dl.acm.org
With the recent advent of blockchains, we have witnessed a plethora of blockchain
proposals. These proposals range from using work to using time, storage or stake in order to …