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

R Ahmad, R Wazirali, T Abu-Ain - Sensors, 2022 - mdpi.com
Energy and security are major challenges in a wireless sensor network, and they work
oppositely. As security complexity increases, battery drain will increase. Due to the limited …

[HTML][HTML] AI-based wormhole attack detection techniques in wireless sensor networks

M Hanif, H Ashraf, Z Jalil, NZ Jhanjhi, M Humayun… - Electronics, 2022 - mdpi.com
The popularity of wireless sensor networks for establishing different communication systems
is increasing daily. A wireless network consists of sensors prone to various security threats …

Multi head self-attention gated graph convolutional network based multi‑attack intrusion detection in MANET

R Reka, R Karthick, RS Ram, G Singh - Computers & Security, 2024 - Elsevier
Designing of intrusion detection system (IDS), and mobile ad hoc networks (MANET)
prevention technique with examined detection rate, memory consumption with minimum …

[HTML][HTML] Ai-based resource allocation techniques in wireless sensor internet of things networks in energy efficiency with data optimization

QW Ahmed, S Garg, A Rai, M Ramachandran… - Electronics, 2022 - mdpi.com
For the past few years, the IoT (Internet of Things)-based restricted WSN (Wireless sensor
network) has sparked a lot of attention and progress in order to attain improved resource …

A comparative study of machine learning models for cyber-attacks detection in wireless sensor networks

S Ismail, TT Khoei, R Marsh… - 2021 IEEE 12th Annual …, 2021 - ieeexplore.ieee.org
Wireless Sensor Network is a key technology for Internet of Things, but it is an example of
energy-restricted networks. In such networks with a large number of deployed sensors with …

A comprehensive review of clustering approaches for energy efficiency in wireless sensor networks

WB Nedham, AKM Al-Qurabat - International Journal of …, 2023 - inderscienceonline.com
Wireless Sensor Networks (WSNs) have become more popular in recent years due to their
vast range of applications. The utilisation of WSNs is an absolute requirement for future …

Optimized leach protocol for energy management in wireless sensor network

M Malik, A Joshi, G Sakya - Multimedia Tools and Applications, 2024 - Springer
Abstract Wireless Sensor Network (WSN) is a robust communication network because it
holds a lot of advancements like sensing and tracking events. However, high energy …

[HTML][HTML] A Security-Enhanced Energy Conservation with Enhanced Random Forest Classifier for Low Execution Time Framework (S-2EC-ERF) for Wireless Sensor …

MKI Ibraheem, AAJ Al-Abadi, MB Mohamed… - Applied Sciences, 2024 - mdpi.com
Wireless sensor networks (WSNs) play a pivotal role in diverse applications such as
environmental monitoring, industrial automation, healthcare, and smart cities. The motivation …

Energy efficient clustering routing protocol using novel admission allotment scheme (AAS) based intra-cluster communication for Wireless Sensor Network

MS Thekiya, MD Nikose - International Journal of Information Technology, 2022 - Springer
Abstract The Wireless Sensor Network (WSN) is used in a variety of industrial, commercial
and social applications. WSN clustering is a cost-effective method of increasing network …

Solar energy harvested prolong stability period protocol for wireless sensor networks

A Yadav, N Kohli, A Yadav - International Journal of Information …, 2023 - Springer
Wireless sensor networks (WSNs) are expected to have a substantial influence on a variety
of applications, including health monitoring and surveillance. The limited availability of …