Threat is in the air: Machine learning for wireless network applications

L Pajola, L Pasa, M Conti - … on Wireless Security and Machine Learning, 2019 - dl.acm.org
machine learning approaches in the wireless area; Section 3: we introduce and summarize
state-of-the-art attack on machine learning … -art adversarial machine learning over wireless

[HTML][HTML] Physical layer authentication in wireless networks-based machine learning approaches

L Alhoraibi, D Alghazzawi, R Alhebshi, OBJ Rabie - Sensors, 2023 - mdpi.com
machine learning approaches in physical layer authentication models increased wireless
network … in using machine learning (ML) and deep learning (DL) approaches for PLA in …

Comparison of machine learning techniques applied to traffic prediction of real wireless network

D Alekseeva, N Stepanov, A Veprev… - IEEE …, 2021 - ieeexplore.ieee.org
… existing applications of Machine Learning in the communications … the traffic on the LTE
network Edge by utilizing such techniques as … We develop the corresponding Machine Learning

Wireless edge machine learning: Resource allocation and trade-offs

M Merluzzi, P Di Lorenzo, S Barbarossa - IEEE Access, 2021 - ieeexplore.ieee.org
… in the context of wireless communication networks [4], [6], [7]. Since our work focuses on
dynamic resource allocation strategies for computation offloading of machine learning tasks, in …

Machine learning for wireless link quality estimation: A survey

G Cerar, H Yetgin, M Mohorčič… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
networks, a plethora of research papers focus their attention on the quality aspects of wireless
… A number of recent estimators leverage Machine Learning (ML) techniques that require a …

[HTML][HTML] Securing wireless sensor networks using machine learning and blockchain: A review

S Ismail, DW Dawoud, H Reza - Future Internet, 2023 - mdpi.com
… technological key enabler, Wireless Sensor Networks (WSNs) are … on state-of-the-art Machine
Learning (ML) and Blockchain (BC) … via Machine Learning (ML) and Blockchain (BC) [8]. …

[PDF][PDF] Selection of machine learning techniques for network lifetime parameters and synchronization issues in wireless networks

N Srilakshmi, AK Sangaiah - Journal of Information Processing …, 2019 - koreascience.kr
… a wireless networks survey based on different machine learning algorithms and network
Furthermore, we present learning algorithms and techniques for congestion, synchronisation…

When wireless security meets machine learning: Motivation, challenges, and research directions

YE Sagduyu, Y Shi, T Erpek, W Headley… - arXiv preprint arXiv …, 2020 - arxiv.org
… on Wireless Security and Machine Learning (… in Wireless and Mobile Networks (ACM
WiSec). The goal was to bring together members of the ML, RFML, privacy, security, and wireless

A machine learning based quality of service estimator for aerial wireless networks

EN Almeida, K Fernandes, F Andrade… - … , Networking and …, 2019 - ieeexplore.ieee.org
… (QoS) for a given network setup may help in solving … Machine Learning (ML) based QoS
estimator, based on convolutional neural networks, which estimates the QoS for a given network

Machine learning for wireless network topology inference

E Testi, E Favarelli, L Pucci… - 2019 13th International …, 2019 - ieeexplore.ieee.org
… Abstract—In this work, we propose a new framework for blind wireless network topology
inference and present a novel solution based on machine learning (ML) techniques. In particular…