activity
20202026
most citedA Systematic Survey of Blockchained Federated Learning

66 citations · 176 across the 35 of their papers we have counts for

collaborators
Showing 2022Show all

8 papers · 1 filter

cs.DC2022★ 2 cited

FileDAG: A Multi-Version Decentralized Storage Network Built on DAG-based Blockchain

Hechuan Guo, Minghui Xu, Jiahao Zhang +4

Decentralized Storage Networks (DSNs) can gather storage resources from mutually untrusted providers and form worldwide decentralized file systems. Compared to traditional storage…

cs.CR2022★ 1 cited

Cross-Channel: Scalable Off-Chain Channels Supporting Fair and Atomic Cross-Chain Operations

Yihao Guo, Minghui Xu, Dongxiao Yu +3

Cross-chain technology facilitates the interoperability among isolated blockchains on which users can freely communicate and transfer values. Existing cross-chain protocols suffer…

cs.CR2022★ 4 cited

A Trustless Architecture of Blockchain-enabled Metaverse

Minghui Xu, Yihao Guo, Qin Hu +3

Metaverse has rekindled human beings' desire to further break space-time barriers by fusing the virtual and real worlds. However, security and privacy threats hinder us from buildi…

cs.CR2022

zk-PCN: A Privacy-Preserving Payment Channel Network Using zk-SNARKs

Wenxuan Yu, Minghui Xu, Dongxiao Yu +3

Payment channel network (PCN) is a layer-two scaling solution that enables fast off-chain transactions but does not involve on-chain transaction settlement. PCNs raise new privacy…

cs.DC2022

Blockchain-based Edge Resource Sharing for Metaverse

Zhilin Wang, Qin Hu, Minghui Xu +1

Although Metaverse has recently been widely studied, its practical application still faces many challenges. One of the severe challenges is the lack of sufficient resources for com…

cs.ET2022

Sync or Fork: Node-Level Synchronization Analysis of Blockchain

Qin Hu, Minghui Xu, Shengling Wang +1

As the cornerstone of blockchain, block synchronization plays a vital role in maintaining the security. Without full blockchain synchronization, unexpected forks will emerge and th…

cs.CR2022★ 5 cited

Incentive Mechanism Design for Joint Resource Allocation in Blockchain-based Federated Learning

Zhilin Wang, Qin Hu, Ruinian Li +2

Blockchain-based federated learning (BCFL) has recently gained tremendous attention because of its advantages such as decentralization and privacy protection of raw data. However,…

cs.CR2022

SPDL: Blockchain-secured and Privacy-preserving Decentralized Learning

Minghui Xu, Zongrui Zou, Ye Cheng +3

Decentralized learning involves training machine learning models over remote mobile devices, edge servers, or cloud servers while keeping data localized. Even though many studies h…