Secure and scalable blockchain-based federated learning for cryptocurrency fraud detection: A systematic review
With the wide adoption of cryptocurrency, blockchain technologies have become the
foundation of such digital currencies. However, this adoption has been accompanied by a …
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
Web3 is a revolutionary Internet paradigm that focusing decentralization, user
empowerment, and intelligence. One of its key technologies is decentralized identity (DID) …
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 …
immutability and decentralized features, various industries have started to integrate the …
Throughput-Scalable Shard Reorganization Tailored to Node Relations in Sharding Blockchain Networks
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 …
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 …
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 …
blockchain systems, with committee-based consensus protocols being particularly important …
A Secure and Efficient Blockchain Sharding Scheme via Hybrid Consensus and Dynamic Management
Sharding significantly enhances blockchain scalability by dividing the entire network into
smaller shards that reach consensus and process transactions in parallel. Nevertheless, two …
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 …
technology in Air Traffic Management (ATM), essential for enhancing aviation safety and …
BFL-SA: Blockchain-based federated learning via enhanced secure aggregation
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 …
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 …
being traded constantly. Existing data exchange methods primarily rely on trusted third …