Blockchain-enabled federated learning: A survey
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 …
by the prosperity of machine learning and Artificial Intelligence along with emerging privacy …
A survey of distributed consensus protocols for blockchain networks
Since the inception of Bitcoin, cryptocurrencies and the underlying blockchain technology
have attracted an increasing interest from both academia and industry. Among various core …
have attracted an increasing interest from both academia and industry. Among various core …
Federated learning with blockchain for autonomous vehicles: Analysis and design challenges
We propose an autonomous blockchain-based federated learning (BFL) design for privacy-
aware and efficient vehicular communication networking, where local on-vehicle machine …
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
The advent of distributed energy resources (DERs), such as distributed renewables, energy
storage, electric vehicles, and controllable loads, brings a significantly disruptive and …
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
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 …
implications of integrating this technology into the US judicial system, as several states have …
Towards fair and privacy-preserving federated deep models
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 …
This problem can be addressed by either a centralized framework that deploys a central …
Sok: Dag-based blockchain systems
Limitations on high latency and low scalability of classical blockchain systems retard their
adoptions and applications. Reconstructed blockchain systems have been proposed to …
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
With recent developments in communication technologies, vehicular networks have become
a reality with various applications. However, the cybersecurity aspect of vehicular networks …
a reality with various applications. However, the cybersecurity aspect of vehicular networks …
Privacy-preserving transactive energy management for IoT-aided smart homes via blockchain
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 …
energy Internet of Things (IoT). This article develops a novel blockchain-based transactive …
Diablo: A benchmark suite for blockchains
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 …
proposals. These proposals range from using work to using time, storage or stake in order to …