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 …

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 …

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 …

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 …

Deep learning and machine learning techniques for intrusion detection and prevention in wireless sensor networks: comparative study and performance analysis

PR Chandre, PN Mahalle, GR Shinde - Design frameworks for wireless …, 2020 - Springer
Nowadays, there is remarkable growth in technology and wireless sensor networks. These
are primarily used for the purpose of communication. Communication between devices may …

Intelligent IDS in wireless sensor networks using deep fuzzy convolutional neural network

S Subramani, M Selvi - Neural Computing and Applications, 2023 - Springer
The intrusion detection systems (IDSs) developed based on classification algorithms for
securing wireless sensor networks (WSNs) are unable to attain the required detection …

Intrusion Detection Model for Wireless Sensor Networks Based on MC‐GRU

Z Jingjing, Y Tongyu, Z Jilin, Z Guohao… - Wireless …, 2022 - Wiley Online Library
A crucial line of defense for the security of wireless sensor network (WSN) is intrusion
detection. This research offers a new MC‐GRU WSN intrusion detection model based on …

Novel intrusion prevention and detection model in wireless sensor network

N Singh, D Virmani - Data Engineering for Smart Systems: Proceedings of …, 2022 - Springer
WSN have gotten progressively one of the most sultry exploration areas in the field of
computer science because of their broad scope of uses, including military, transportation …

Intrusion Detection in Wireless Sensor Networks Using Deep Learning

A Goyal, S Mishra… - 2023 4th International …, 2023 - ieeexplore.ieee.org
WSNs are currently seeing widespread adoption across a variety of settings, including the
medical industry, manufacturing environments, and a number of other domains. WSNs are …

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 …