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20162024
most citedA Blockchain-based Decentralized Federated Learning Framework with Committee Consensus

659 citations · 1k across the 13 of their papers we have counts for

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5 papers · 1 filter

cs.DC2023

A Novel Two-Layer DAG-based Reactive Protocol for IoT Data Reliability in Metaverse

Changlin Yang, Ying Liu, Kwan-Wu Chin +3

Many applications, e.g., digital twins, rely on sensing data from Internet of Things (IoT) networks, which is used to infer event(s) and initiate actions to affect an environment.…

cs.DC2020★ 26 cited

A Survey of State-of-the-Art on Blockchains: Theories, Modelings, and Tools

Huawei Huang, Wei Kong, Sicong Zhou +2

To draw a roadmap of current research activities of the blockchain community, we first conduct a brief overview of state-of-the-art blockchain surveys published in the recent 5 yea…

cs.DC2020★ 659 cited

A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus

Yuzheng Li, Chuan Chen, Nan Liu +3

Federated learning has been widely studied and applied to various scenarios. In mobile computing scenarios, federated learning protects users from exposing their private data, whil…

cs.DC2019★ 13 cited

PIRATE: A Blockchain-based Secure Framework of Distributed Machine Learning in 5G Networks

Sicong Zhou, Huawei Huang, Wuhui Chen +2

In the fifth-generation (5G) networks and the beyond, communication latency and network bandwidth will be no more bottleneck to mobile users. Thus, almost every mobile device can p…

cs.DC2016★ 35 cited

Technique Report: Near-Optimal Routing Protection for SDN Networks Using Distributed Markov Approximation

Huawei Huang, Song Guo, Weifa Liang +2

Software Defined Networking (SDN) brings numbers of advantages along with many challenges. One particular concern is on the control-plane resilience, while the existing protection…