[PDF][PDF] A Quasi-Newton Neural Network Based Efficient Intrusion Detection System for Wireless Sensor Network.

A Gautami, J Shanthini, S Karthik - Comput. Syst. Sci. Eng., 2023 - cdn.techscience.cn
In Wireless Sensor Networks (WSN), attacks mostly aim in limiting or eliminating the
capability of the network to do its normal function. Detecting this misbehaviour is a …

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 …

Design and analysis of efficient neural intrusion detection for wireless sensor networks

T Batiha, P Krömer - Concurrency and Computation: Practice …, 2021 - Wiley Online Library
Wireless sensor networks (WSNs) are important building blocks of the communication
infrastructure in smart cities, intelligent transportation systems, Industry, Energy, and …

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 …

Fuzzy based advanced hybrid intrusion detection system to detect malicious nodes in wireless sensor networks

R Singh, J Singh, R Singh - Wireless Communications and …, 2017 - Wiley Online Library
In this paper, an Advanced Hybrid Intrusion Detection System (AHIDS) that automatically
detects the WSNs attacks is proposed. AHIDS makes use of cluster‐based architecture with …

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 …

An Improved Intrusion Detection System Using Machine Learning with Singular Value Decomposition and Principal Component Analysis.

RA Al Hasan, EK Hamza - International Journal of Intelligent …, 2023 - search.ebscohost.com
Among the most crucial components of a cyber physical system is a network of nodes via
which a large number of autonomous, mobile or stationary sensors can communicate with …

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 …

A lightweight intrusion detection method based on fuzzy clustering algorithm for wireless sensor networks

H Qu, L Lei, X Tang, P Wang - Advances in Fuzzy Systems, 2018 - Wiley Online Library
For resource‐constrained wireless sensor networks (WSNs), designing a lightweight
intrusion detection technology has been a hot and difficult issue. In this paper, we proposed …

Neuro-fuzzy based intrusion detection system for wireless sensor network

S Sinha, A Paul - Wireless personal communications, 2020 - Springer
Malicious attacks like denial-of-service massively affect the network activities of wireless
sensor network. These attacks exploit network layer vulnerabilities and affect all the layers of …