An effective network intrusion detection and classification system for securing WSN using VGG-19 and hybrid deep neural network techniques

P Manjula, SB Priya - Journal of Intelligent & Fuzzy Systems, 2022 - content.iospress.com
In today's world, a Network Intrusion Detection System (NIDS) plays a vital role in order to
secure the Wireless Sensor Network (WSN). However, the traditional NIDS model faced …

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 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 …

Efficient implementation of image representation, visual geometry group with 19 layers and residual network with 152 layers for intrusion detection from UNSW‐NB15 …

YF Sallam, S Abd El‐Nabi, W El‐Shafai… - Security and …, 2023 - Wiley Online Library
The Internet offers humanity many distinctive and indispensable services, whether for
individuals or for institutions and companies. This great role has attracted the Internet …

Hybrid optimized deep neural network with enhanced conditional random field based intrusion detection on wireless sensor network

S Karthic, SM Kumar - Neural Processing Letters, 2023 - Springer
Security plays an important part in this Internet world because of the hasty improvement of
Internet customers. Different Intrusion Detection Systems (IDS) have been advanced for …

[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 …

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 …

Enhancing cyber security in WSN using optimized self-attention-based provisional variational auto-encoder generative adversarial network

B Meenakshi, D Karunkuzhali - Computer Standards & Interfaces, 2024 - Elsevier
Wireless sensor network (WSN) is a multi-hop and self-organizing wireless network consists
of fixed or moving sensors, this is one of the key components of the cyber physical system. It …

Network intrusion detection and mitigation in SDN using deep learning models

M Maddu, YN Rao - International Journal of Information Security, 2024 - Springer
Abstract Software-Defined Networking (SDN) is a contemporary network strategy utilized
instead of a traditional network structure. It provides significantly more administrative …

Attack detection in internet of things using software defined network and fuzzy neural network

F Farhin, I Sultana, N Islam, MS Kaiser… - 2020 joint 9th …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is a dynamic and distributed wide network system that can integrate a
gigantic number of pervasive sensors (ie, physical objects), wireless nodes, and ubiquitous …