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Blockchain-empowered federated learning: Benefits, challenges, and solutions
Z Cai, J Chen, Y Fan, Z Zheng… - IEEE Transactions on Big …, 2025 - ieeexplore.ieee.org
Federated learning (FL) is a distributed machine learning approach that protects user data
privacy by training models locally on clients and aggregating them on a parameter server …
privacy by training models locally on clients and aggregating them on a parameter server …
Leveraging lightweight blockchain for secure collaborative computing in UAV Ad-Hoc Networks
Abstract Unmanned Aerial Vehicle (UAV) Ad-Hoc Networks (UANET) enable collaborative
work among UAVs for versatile task execution, but they face security challenges due to …
work among UAVs for versatile task execution, but they face security challenges due to …
Multi-source Trust Model Based on Blockchain and IoT Edge Task Collaboration
S He, J Chen, P Zhang, Z Fu - 2024 IEEE 49th Conference on …, 2024 - ieeexplore.ieee.org
Edge devices are positioned on the periphery of cloud environments, serving as agile,
secure, and dependable service providers. Nevertheless, IoT edge devices grapple with …
secure, and dependable service providers. Nevertheless, IoT edge devices grapple with …
[HTML][HTML] Enhancing Privacy Preservation in Vehicular Trust Management Systems through Blockchain Technology
The advent of the Internet of Vehicles (IoV) has led to a significant surge in data generation
from vehicles, prompting the innovative utilization of data transactions within the IoV …
from vehicles, prompting the innovative utilization of data transactions within the IoV …
Blockchain Enabled Trust Management in Internet of Vehicles: A Joint Pre-Reward-Penalty and Consensus Approach
C Chen, L Wang, Q Shi - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is a transformative technology extensively employed in
modern intelligent transportation systems. However, managing trust within the IoV presents …
modern intelligent transportation systems. However, managing trust within the IoV presents …
DRDST: Low-latency DAG Consensus through Robust Dynamic Sharding and Tree-broadcasting for IoV
The Internet of Vehicles (IoV) is emerging as a pivotal technology for enhancing traffic
management and safety. Its rapid development demands solutions for enhanced …
management and safety. Its rapid development demands solutions for enhanced …
面向双层区块链的人车分离信任管理方案
张海波, 黄泓龙, **方伟, 徐勇军 - 通信学报, 2024 - infocomm-journal.com
针对车联网中车辆与驾驶员信任关系混乱导致的信任偏差问题, 提出了一种基于双层区块链的人
车分离信任管理方案, 构建了由长期驾驶员信誉区块链和临时车辆信誉区块链组成的双层区块链 …
车分离信任管理方案, 构建了由长期驾驶员信誉区块链和临时车辆信誉区块链组成的双层区块链 …
Trust management scheme for driver-vehicle separation on dual-layer blockchain.
Z Haibo, H Honglong, LI Fangwei… - Journal on …, 2024 - search.ebscohost.com
Aiming at the trust bias caused by chaotic trust relationships between vehicles and drivers in
the Internet of vehicles, a driver-vehicle separation trust management scheme based on …
the Internet of vehicles, a driver-vehicle separation trust management scheme based on …