Comprehensive Analysis of Intrusion Prevention and Detection System and Dataset used in WSN using Machine Learning & Deep Learning

A Sarkunavathi, V Srinivasan… - Mathematical Statistician …, 2022 - philstat.org
Abstract The Wireless Sensor Networks (WSN), which are spatially dispersed small-sized
low-power sensor devices with wireless radio transceivers that sense numerous physical …

An efficient deep learning-based solution for network intrusion detection in wireless sensor network

HS Sharma, A Sarkar, MM Singh - International Journal of System …, 2023 - Springer
This paper introduces a unique intrusion detection method that integrates developmental
and operational frameworks, focusing specifically on the wireless sensor network. With the …

[PDF][PDF] Implementation of a hierarchical hybrid intrusion detection mechanism in wireless sensors network

L Moulad, H Belhadaoui, M Rifi - International Journal of …, 2017 - researchgate.net
During the last years, Wireless Sensor Networks (WSNs) have attracted considerable
attention within the scientific community. The applications based on Wireless Sensor …

[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 …

Attack Detection in Wireless Sensor Networks using Novel Artificial Intelligence Algorithm

A Aneja - 2023 7th International Conference on I-SMAC (IoT in …, 2023 - ieeexplore.ieee.org
The Wireless Sensor Network (WSN) is a concept of an Internet of Things network (IoT) with
limited energy resources. When many sensors are used despite their limitations, security …

Preventing attacks and detecting intruder for secured Wireless Sensor Networks

G Kalnoor, J Agarkhed - 2016 International Conference on …, 2016 - ieeexplore.ieee.org
Protection of network is the most challenging issue for preventing the harmful types of
attacks and poses security issue in WSN along with information security application …

Information theory based intrusion detection in wireless sensor networks

N Alrajei, H Fu, Y Zhu - Journal of Communications Technology …, 2016 - ojs.jctecs.com
Sensor networks are used for monitoring purposes in different environments. One of the
biggest issues is to keep the network alive as long as possible. Another concern is to keep it …

Intrusion detection system in software defined wireless sensor networks

AT Kgogo - 2019 - repository.nwu.ac.za
Software defined wireless sensor network (SDWSN) is a network paradigm recently
developed for dynamic and secure control of smart devices and the future of Internet of …

An intrusion detection system for wireless sensor networks using deep neural network

V Gowdhaman, R Dhanapal - Soft Computing, 2022 - Springer
Wireless sensor network comprises of a large number of sensor nodes to acquire and
transmit data to the central location. However, due to resource constrained nodes …

Investigation on iot intrusion detection in wireless environment

V Ponnusamy, B Sharma - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Enhancement in wireless network had given users the ability to use Internet without the
need of physical connection to the router in order to access the Internet. Almost every …