[HTML][HTML] Augmentation in performance and security of WSNs for IoT applications using feature selection and classification techniques

R Yadav, I Sreedevi, D Gupta - Alexandria Engineering Journal, 2023 - Elsevier
Energy consumption, secure connection of Sensor Nodes (SNs), and their performance
analysis play a major role in Wireless Sensor Networks (WSNs) research. Increased case …

Intrusion detection technique in wireless sensor network using grid search random forest with Boruta feature selection algorithm

S Subbiah, KSM Anbananthen… - Journal of …, 2022 - ieeexplore.ieee.org
Attacks in wireless sensor networks (WSNs) aim to prevent or eradicate the network's ability
to perform its anticipated functions. Intrusion detection is a defense used in wireless sensor …

Feature selection for intrusion detection system in a cluster-based heterogeneous wireless sensor network

O Osanaiye, O Ogundile, F Aina… - … Series: Electronics and …, 2019 - casopisi.junis.ni.ac.rs
Wireless sensor network (WSN) has become one of the most promising networking solutions
with exciting new applications for the near future. Notwithstanding the resource constrain of …

An intelligent intrusion detection and classification system using CSGO-LSVM model for wireless sensor networks (WSNs)

D Hemanand, GV Reddy, SS Babu, KR Balmuri… - International Journal of …, 2022 - ijisae.org
Providing security to the Wireless Sensor Networks (WSN) is more challenging process in
recent days, due to the self-organization nature and randomness of sensor nodes. For this …

[PDF][PDF] Evaluation of machine learning algorithms for intrusion detection system in WSN

MS Alsahli, MM Almasri, M Al-Akhras… - … Journal of Advanced …, 2021 - researchgate.net
Technology has revolutionized into connecting “things” together with the rebirth of the global
network called Internet of Things (IoT). This is achieved through Wireless Sensor Network …

[HTML][HTML] Firefly algorithm based WSN-IoT security enhancement with machine learning for intrusion detection

M Karthikeyan, D Manimegalai, K RajaGopal - Scientific Reports, 2024 - nature.com
Abstract A Wireless Sensor Network (WSN) aided by the Internet of Things (IoT) is a
collaborative system of WSN systems and IoT networks are work to exchange, gather, and …

Grey wolf based feature reduction for intrusion detection in WSN using LSTM

S Karthic, S Manoj Kumar… - International Journal of …, 2022 - Springer
In the recent days all the digital devices including devices used in Healthcare, Personal
Digital Assistance etc. are connected to the network, consequently data is exposed to …

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 …

[HTML][HTML] An ensemble-based machine learning approach for cyber-attacks detection in wireless sensor networks

S Ismail, Z El Mrabet, H Reza - Applied Sciences, 2022 - mdpi.com
Wireless Sensor Networks (WSNs) are the key underlying technology of the Internet of
Things (IoT); however, these networks are energy constrained. Security has become a major …

[HTML][HTML] Improved binary gray wolf optimizer and SVM for intrusion detection system in wireless sensor networks

M Safaldin, M Otair, L Abualigah - Journal of ambient intelligence and …, 2021 - Springer
Intrusion in wireless sensor networks (WSNs) aims to degrade or even eliminating the
capability of these networks to provide its functions. In this paper, an enhanced intrusion …