AI-assisted authentication: state of the art, taxonomy and future roadmap

G Zhu, Y Al-Qaraghuli - arXiv preprint arXiv:2204.12492, 2022 - arxiv.org
Artificial Intelligence (AI) has found its applications in a variety of environments ranging from
data science to cybersecurity. AI helps break through the limitations of traditional algorithms …

Multi-User Physical Layer Authentication Based on CSI Using ResNet in Mobile IIoT

T Jing, H Huang, Q Gao, Y Wu, Y Huo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the context of the industrial Internet of Things (IIoT), communication devices are typically
mobile, increasing the complexity and diversity of channels due to metal device occlusion. A …

Multi-attribute weighted convolutional attention neural network for multiuser physical layer authentication in IIoT

Y Wu, T Jing, Q Gao, J Mao, Y Huo, Z Yang - Ad Hoc Networks, 2024 - Elsevier
Compared with upper layer authentication, physical layer authentication (PLA) is essential in
unmanned Industrial Internet of Things (IIoT) scenarios, owing to its low complexity and …

[Retracted] The Design of a Dual Servo Drive and Control Integrated Platform Based on VNet Neural Network

Z Huiling - Security and Communication Networks, 2022 - Wiley Online Library
A dual‐servo drive and control integrated platform based on VNet neural network
development is aimed to address the concerns of poor realization function, operational …

Security authentication based on multimodal feature fusion and BO-BiLSTM

Y Wang, Y Wu - Proceedings of the 2024 3rd International Conference …, 2024 - dl.acm.org
Traditional physical layer security authentication methods often face unstable performance
and malicious attacks when dealing with complex dynamic environments, resulting in high …