An efficient intrusion detection method based on dynamic autoencoder

R Zhao, J Yin, Z Xue, G Gui, B Adebisi… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
The proliferation of wireless sensor networks (WSNs) and their applications has attracted
remarkable growth in unsolicited intrusions and security threats, which disrupt the normal …

Adaptive hierarchical federated learning over wireless networks

B Xu, W Xia, W Wen, P Liu, H Zhao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Federated learning (FL) is promising in enabling large-scale model training by massive
devices without exposing their local datasets. However, due to limited wireless resources …

Security concepts in emerging 6G communication: Threats, countermeasures, authentication techniques and research directions

SHA Kazmi, R Hassan, F Qamar, K Nisar, AAA Ibrahim - Symmetry, 2023 - mdpi.com
Challenges faced in network security have significantly steered the deployment timeline of
Fifth Generation (5G) communication at a global level; therefore, research in Sixth …

A DQN-based frame aggregation and task offloading approach for edge-enabled IoMT

X Yuan, Z Zhang, C Feng, Y Cui, S Garg… - … on Network Science …, 2022 - ieeexplore.ieee.org
The rapid expansion of wearable medical devices and health data of Internet of Medical
Things (IoMT) poses new challenges to the high Quality of Service (QoS) of intelligent health …

A deep learning-based low overhead beam selection in mmWave communications

H Echigo, Y Cao, M Bouazizi… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to large amounts of available spectrum at high frequencies, millimeter-wave (mmWave)
technology has gained extensive research attention in 5G communications, whereas …

A survey of 6G wireless communications: Emerging technologies

Y Zhao, J Zhao, W Zhai, S Sun, D Niyato… - Advances in Information …, 2021 - Springer
Abstract While fifth-generation (5G) communications are being rolled out around the world,
sixth-generation (6G) communications have attracted much attention from both the industry …

Interference challenges and management in B5G network design: A comprehensive review

OTH Alzubaidi, MHDN Hindia, K Dimyati, KA Noordin… - Electronics, 2022 - mdpi.com
Beyond Fifth Generation (B5G) networks are expected to be the most efficient cellular
wireless networks with greater capacity, lower latency, and higher speed than the current …

Transfer learning for semi-supervised automatic modulation classification in ZF-MIMO systems

Y Wang, G Gui, H Gacanin, T Ohtsuki… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is an essential technology for the non-
cooperative communication systems, and it is widely applied into various communications …

Malware traffic classification using domain adaptation and ladder network for secure industrial internet of things

J Ning, G Gui, Y Wang, J Yang… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Malware traffic classification (MTC) is a key technology for anomaly and intrusion detection
in secure Industrial Internet of Things (IIoT). Traditional MTC methods based on port …

Optimizing the operation cost for UAV-aided mobile edge computing

L Zhang, N Ansari - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
Mobile edge computing (MEC) is leveraged to reduce the latency for the computation-
intensive and latency-critical tasks offloaded from wireless devices and Internet of Things …