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
Wireless Security and Machine Learning (WiseML 2019) that was held in conjunction with the
12th ACM Conference on Security and Privacy in Wireless … , privacy, security, and wireless

Machine learning for wireless sensor networks security: An overview of challenges and issues

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
… reference for wireless sensor network infrastructure and the security challenges it faces. It …
benefiting from machine learning algorithms by reducing the security costs of wireless sensor …

Machine learning for wireless connectivity and security of cellular-connected UAVs

U Challita, A Ferdowsi, M Chen… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
… , we focus on machine learning solutions3 due to their inherent … In particular, machine
learning techniques allow UAVs to … for the use of UAVs for wireless communication applications; …

The role of artificial intelligence and machine learning in wireless networks security: Principle, practice and challenges

M Waqas, S Tu, Z Halim, SU Rehman, G Abbas… - Artificial Intelligence …, 2022 - Springer
… First, we categorize and explain distinct aspects of AI that can address wireless network
security threats. Although wireless network security threats are well investigated in different …

When machine learning meets wireless cellular networks: Deployment, challenges, and applications

U Challita, H Ryden, H Tullberg - IEEE Communications …, 2020 - ieeexplore.ieee.org
… as machine-learning-based air interface in future networks. Use case examples for the
application of AI to the wireless … layer, mobility management, wireless security, and localization. …

Security enhancement in wireless sensor networks using machine learning

AB Raj, MV Ramesh, RV Kulkarni… - 2012 IEEE 14th …, 2012 - ieeexplore.ieee.org
machine learning techniques namely: Neural Network (NN) and Support Vector Machine (…
DoS attacks launched by adversaries, thereby enhancing the security of WSNs. NN and SVM, …

Machine learning solution for the security of wireless sensor network

YY Ghadi, T Mazhar, T Al Shloul, T Shahzad… - IEEE …, 2024 - ieeexplore.ieee.org
… on the use of wireless sensor networks in different fields. Furthermore, this study also focuses
on different Machine learning algorithms that are used to secure wireless sensor networks. …

RF-PUF: Enhancing IoT Security Through Authentication of Wireless Nodes Using In-Situ Machine Learning

B Chatterjee, D Das, S Maity… - IEEE internet of things …, 2018 - ieeexplore.ieee.org
… 3) Conforming to our earlier work on on-hub analytics where we proposed a method of staged
inference using conditional deep learning [12], a light-weight machine learning framework …

[PDF][PDF] Machine learning for wireless multimedia data security

Z Pan, CN Yang, VS Sheng, N Xiong… - Security and …, 2019 - orbit.dtu.dk
… of wireless multimedia data and how to reliably solve multiparty computing by outsourcing …
address the wireless multimedia data security problems by using machine learning methods. …

Machine learning for intelligent authentication in 5G and beyond wireless networks

H Fang, X Wang, S Tomasin - IEEE Wireless Communications, 2019 - ieeexplore.ieee.org
… approaches based on machine learning techniques by opportunistically … to authentication
for more efficient security provisioning. … ideas on machine learning for intelligent security and …