DRL-based adaptive sharding for blockchain-based federated learning
Blockchain-based Federated Learning (FL) technology enables vehicles to make smart
decisions, improving vehicular services and enhancing the driving experience through a …
decisions, improving vehicular services and enhancing the driving experience through a …
Secure, privacy preserving, and verifiable federating learning using blockchain for internet of vehicles
Internet of Vehicles (IoV) has been sought as a solution to realize an Intelligent
Transportation System (ITS) for efficient traffic management. Data driven ITS requires …
Transportation System (ITS) for efficient traffic management. Data driven ITS requires …
[HTML][HTML] Integration of blockchain technology and federated learning in vehicular (iot) networks: A comprehensive survey
The Internet of Things (IoT) revitalizes the world with tremendous capabilities and potential
to be utilized in vehicular networks. The Smart Transport Infrastructure (STI) era depends …
to be utilized in vehicular networks. The Smart Transport Infrastructure (STI) era depends …
A systematic literature review on blockchain enabled federated learning framework for internet of vehicles
While the convergence of Artificial Intelligence (AI) techniques with improved information
technology systems ensured enormous benefits to the Internet of Vehicles (IoVs) systems, it …
technology systems ensured enormous benefits to the Internet of Vehicles (IoVs) systems, it …
Blockchain empowered asynchronous federated learning for secure data sharing in internet of vehicles
Y Lu, X Huang, K Zhang, S Maharjan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In Internet of Vehicles (IoV), data sharing among vehicles for collaborative analysis can
improve the driving experience and service quality. However, the bandwidth, security and …
improve the driving experience and service quality. However, the bandwidth, security and …
A comprehensive review on blockchains for Internet of Vehicles: Challenges and directions
Abstract Internet of Vehicles (IoVs) consists of smart vehicles, Autonomous Vehicles (AVs)
as well as roadside units (RSUs) that communicate wirelessly to provide enhanced …
as well as roadside units (RSUs) that communicate wirelessly to provide enhanced …
A hierarchical blockchain-enabled federated learning algorithm for knowledge sharing in internet of vehicles
Internet of Vehicles (IoVs) is highly characterized by collaborative environment data sensing,
computing and processing. Emerging Big Data and Artificial Intelligence (AI) technologies …
computing and processing. Emerging Big Data and Artificial Intelligence (AI) technologies …
An incentive mechanism of incorporating supervision game for federated learning in autonomous driving
Federated learning (FL), as a distributed machine learning technology, allows large-scale
nodes to utilize local datasets for model training and sharing without revealing privacy …
nodes to utilize local datasets for model training and sharing without revealing privacy …
Bift: A blockchain-based federated learning system for connected and autonomous vehicles
Machine learning (ML) algorithms are essential components in autonomous driving. In most
existing connected and autonomous vehicles (CAVs), a large amount of driving data …
existing connected and autonomous vehicles (CAVs), a large amount of driving data …
Vehicular blockchain-based collective learning for connected and autonomous vehicles
The accuracy of the ML model is essential for the further development of AI-enabled CAVs.
With the increasing complexity of on-board sensor systems, the large amount of raw data …
With the increasing complexity of on-board sensor systems, the large amount of raw data …