Transitioning From Federated Learning to Quantum Federated Learning in Internet of Things: A Comprehensive Survey

C Qiao, M Li, Y Liu, Z Tian - IEEE Communications Surveys & …, 2024 - ieeexplore.ieee.org
Quantum Federated Learning (QFL) recently becomes a promising approach with the
potential to revolutionize Machine Learning (ML). It merges the established strengths of …

Byzantine fault tolerant consensus in open wireless networks via an abstract mac layer

G Jing, Y Zou, Z Zhang, D Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The openness of wireless networks opens the door to Byzantine attacks on the physical
channels, making the communications unreliable and resulting in more challenges in …

Efficient fault-tolerant consensus for collaborative services in edge computing

G Jing, Y Zou, D Yu, C Luo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In many edge computing applications, edge devices are required to reach fault-tolerant
consensus in order to provide collaborative services in outdoor environments. In this paper …

Federated learning meets blockchain: State channel-based distributed data-sharing trust supervision mechanism

F Zhang, S Guo, X Qiu, S Xu, F Qi… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the rapid development of the 5G and 6G technology, it has become an inevitable trend
to share the cross-domain scattered data and enhance data value transmission. As a new …

Secure and efficiently searchable IoT communication data management model: Using blockchain as a new tool

H Zhang, X Zhang, Z Guo, H Wang… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
With the rapid development of the Internet of Things (IoT), more IoT devices are connected in
the same network and communicate frequently for sharing data and switching instructions …

Cross-Chain Trusted Service Quality Computing Scheme for Multichain-Model-Based 5G Network Slicing SLA

Y He, C Zhang, B Wu, Y Yang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
As a key technology for the development of 5G networks, network slicing is developing
rapidly. Although network slicing can realize the flexible division of 5G network resources …

BCT: An efficient and fault tolerance blockchain consensus transform mechanism for IoT

J Fu, L Zhang, L Wang, F Li - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
With the vigorous development of 5G communication technology, massive Internet of Things
(IoT) devices generate data incrementally. Different data owners control different private …

A fast consensus for permissioned wireless blockchains

Y Zou, M Xu, J Yu, F Zhao… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
With the wide deployment of Internet of Things (IoT), blockchain systems have been playing
a crucial role to establish a trusted computing environment among potentially mistrusting …

Generating adversarial examples with shadow model

R Zhang, H Xia, C Hu, C Zhang, C Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The reduction in the number of queries to the object model is a hot topic in the current
research of black-box adversarial attack methods. To solve this problem, in this article, we …

Data trusted sharing delivery: A blockchain-assisted software-defined content delivery network

S Shao, W Gong, H Yang, S Guo… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The 6G wireless network aims to forge a new spectrum, high technical standards of high
time and phase synchronization accuracy, and 100% geographic coverage to connect …