Secure and scalable blockchain-based federated learning for cryptocurrency fraud detection: A systematic review

AA Ahmed, O Alabi - IEEE Access, 2024 - ieeexplore.ieee.org
With the wide adoption of cryptocurrency, blockchain technologies have become the
foundation of such digital currencies. However, this adoption has been accompanied by a …

SS-DID: A secure and scalable Web3 decentralized identity utilizing multi-layer sharding blockchain

Y Liu, B Zhao, Z Zhao, J Liu, X Lin… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Web3 is a revolutionary Internet paradigm that focusing decentralization, user
empowerment, and intelligence. One of its key technologies is decentralized identity (DID) …

Recent Advances in Sharding Techniques for Scalable Blockchain Networks: A Review

BLY Quan, NHA Wahab, A Al-Dhaqm… - IEEE …, 2024 - ieeexplore.ieee.org
Blockchain is a technology that has been gaining popularity in the recent years thanks to its
immutability and decentralized features, various industries have started to integrate the …

Throughput-Scalable Shard Reorganization Tailored to Node Relations in Sharding Blockchain Networks

L Tao, Y Lu, Y Fan, L Shi, CW Tan… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Sharding is a promising strategy to enhance blockchain scalability. However, the surge in
transactions has led to heightened relations between nodes in the system, reflecting the …

Privacy Preservation in AI-Driven IoT for Vehicles via Hierarchical Sharding Blockchain

M Zhai, Q Wu, Y Liu, B Qin, Y Yang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The AI-driven Internet of Things (AIoT) has been widely applied in the field of Internet of
Vehicles (IoV) for vehicular cooperation. Federated Learning (FL), due to its ability to protect …

Accountable Secret Committee Election and Anonymous Sharding Blockchain Consensus

M Zhai, Y Liu, Q Wu, B Qin, H Zheng… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Consensus protocols play a crucial role in determining the security and performance of
blockchain systems, with committee-based consensus protocols being particularly important …

A Secure and Efficient Blockchain Sharding Scheme via Hybrid Consensus and Dynamic Management

M Li, X Luo, K Xue, Y Xue, W Sun… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Sharding significantly enhances blockchain scalability by dividing the entire network into
smaller shards that reach consensus and process transactions in parallel. Nevertheless, two …

Blockchain-Based Secure and Efficient ADS-B Authentication via Certificateless Signature With Packet Loss Tolerance

C Yao, X Zhang, Y Liu, B Zhao, Q Wu… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The Automatic Dependent Surveillance Broadcast (ADS-B) system is a critical surveillance
technology in Air Traffic Management (ATM), essential for enhancing aviation safety and …

BFL-SA: Blockchain-based federated learning via enhanced secure aggregation

Y Liu, Z Jia, Z Jiang, X Lin, J Liu, Q Wu… - Journal of Systems …, 2024 - Elsevier
Federated learning, involving a central server and multiple clients, aims to keep data local
but raises privacy concerns like data exposure and participation privacy. Secure …

Secure and Fair Data Trading Based on Blockchain with Enhanced Access Control

Z Feng, Q Wu, Y Liu, B Qin, M Zhai… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
As the artificial intelligence, large model, Metaverse and Web 3.0 develop rapidly, data is
being traded constantly. Existing data exchange methods primarily rely on trusted third …