Incentive mechanism for reliable federated learning: A joint optimization approach to combining reputation and contract theory

J Kang, Z Xiong, D Niyato, S Xie… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Federated learning is an emerging machine learning technique that enables distributed
model training using local datasets from large-scale nodes, eg, mobile devices, but shares …

Trust in VANET: A survey of current solutions and future research opportunities

R Hussain, J Lee, S Zeadally - IEEE transactions on intelligent …, 2020 - ieeexplore.ieee.org
Security and privacy will play a pivotal role in the commercialization of Vehicular Ad-hoc
NETworks (VANETs). Traditionally, both cryptographic and non-cryptographic approaches …

DRL-based adaptive sharding for blockchain-based federated learning

Y Lin, Z Gao, H Du, J Kang, D Niyato… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Blockchain-based Federated Learning (FL) technology enables vehicles to make smart
decisions, improving vehicular services and enhancing the driving experience through a …

[HTML][HTML] Trust evaluation techniques for 6G networks: a comprehensive survey with fuzzy algorithm approach

E Saeedi Taleghani, RI Maldonado Valencia… - Electronics, 2024 - mdpi.com
Sixth-generation (6G) networks are poised to support an array of advanced technologies
and promising high-quality and secure services. However, ensuring robust security, privacy …

Reputation-aware hedonic coalition formation for efficient serverless hierarchical federated learning

JS Ng, WYB Lim, Z Xiong, X Cao, J Jin… - … on Parallel and …, 2021 - ieeexplore.ieee.org
Amid growing concerns on data privacy, Federated Learning (FL) has emerged as a
promising privacy preserving distributed machine learning paradigm. Given that the FL …

SusChain: a sustainable sharding scheme for UAV blockchain networks

J Chen, H Luo - Peer-to-Peer Networking and Applications, 2024 - Springer
With the continuous development of information technology, drones have become the
supporting technology for sustainable smart cities. Currently, the blockchain that guarantees …

A trust management framework using forest fire model to propagate emergency messages in the Internet of Vehicles (IoV)

AK Fabi, SM Thampi - Vehicular Communications, 2022 - Elsevier
Abstract Internet of Vehicles (IoV) finds a prime application in road safety via emergency
message transmission which helps drivers take an intelligent decision on the road …

General modeling method of threshold-type multivalued memristor and its application in digital logic circuits

X Wang, P Li, C Jin, Z Dong, HHC Iu - International Journal of …, 2021 - World Scientific
This paper presents a general modeling method for threshold-type multivalued memristors.
Through this memristor modeling method, it is very simple to establish threshold-type …

Dynamic Vehicle Reputation Consensus: Enhancing IoV Communication with a Blockchain Algorithm

L Zhang, L Hang, K Zu, Y Wang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
As smart cities rapidly evolve, the Vehicle-toEverything (V2X) network faces significant
challenges in data security and communication efficiency. This paper introduces an …

Trustwalker: an efficient trust assessment in vehicular internet of things (viot) with security consideration

M Sohail, R Ali, M Kashif, S Ali, S Mehta, YB Zikria… - Sensors, 2020 - mdpi.com
The Internet of Things (IoT) is a world of connected networks and modern technology
devices, among them vehicular networks considered more challenging due to high speed …