WSN Security: Intrusion Detection Approaches Using Machine Learning

G Bakshi, H Sahu - Computational Intelligence for Wireless Sensor …, 2022 - taylorfrancis.com
The Influence of computing technology is so dominant that it is affecting and capturing every
aspect of human life and providing more and more convenience by automation …

[PDF][PDF] Role of machine learning algorithms intrusion detection in WSNs: a survey

E Baraneetharan - Journal of Information Technology, 2020 - scholar.archive.org
Abstract Machine Learning is capable of providing real-time solutions that maximize the
utilization of resources in the network thereby increasing the lifetime of the network. It is able …

Analysis of Machine Learning Algorithms for Intrusion Detection in Wireless Sensor Networks

D Dalgade, M Joshi, N Patil - Available at SSRN 4752583, 2024 - papers.ssrn.com
A wireless sensor network faces significant power and security issues that are incompatible.
As the complexity of security increases, the use of batteries will also increase. Wireless …

A comparative analysis of machine deep learning algorithms for intrusion detection in wsn

S Deshpande, J Gujarathi, P Chandre… - Security Issues and …, 2021 - Springer
The rapid growth of the Internet and information technologies and also the diminution of the
price of hardware components like wireless sensors leads to the fast growth in Wireless …

Optimized deep learning‐based intrusion detection for wireless sensor networks

G Vembu, D Ramasamy - International Journal of …, 2023 - Wiley Online Library
The technological innovations and wide use of Wireless Sensor Network (WSN) applications
need to handle diverse data. These huge data possess network security issues as intrusions …

Wireless Sensor Network-based Intrusion Detection Technique using Deep Learning Approach of CNN-GRU

A Sagar, NK Anushkannan, G Indumathi… - 2023 8th …, 2023 - ieeexplore.ieee.org
In a WSN, sensors are always collecting information and transmitting it to other nodes. Their
primary uses are in fields like defense, smart city development, and agricultural monitoring …

Machine Learning-based Intrusion Detection System using Wireless Sensor Networks

P Pande, H Mathur, LK Gupta - 2024 Fourth International …, 2024 - ieeexplore.ieee.org
Cybersecurity has grown to be a top priority for both businesses and people in today's
networked and digitally driven society. It is essential to put in place efficient security …

Security in wireless sensor networks

S Eggen - 2008 - duo.uio.no
Wireless sensor network (WSN) is an emerging important research area. The variety in and
number of applications is growing in wireless sensor networks. These wireless sensor …

Investigation of computational intelligence techniques for intrusion detection in wireless sensor networks.

CD McDermott, A Petrovski - … journal of computer …, 2017 - rgu-repository.worktribe.com
Wireless Sensor Networks (WSNs) have become a key technology for the IoT and despite
obvious benefits, challenges still exist regarding security. As more devices are connected to …

Hybrid intrusion detection using machine learning for wireless sensor networks

GK Revathi, S Anjana - International Journal of Innovative …, 2019 - impressions.manipal.edu
This Wireless sensor network (WSN) is a network of sensors, which is capable of
communicating with each other and sensing some changes in parameters such as …