Intrusion detection in Internet of things using improved binary golden jackal optimization algorithm and LSTM

AV Hanafi, A Ghaffari, H Rezaei, A Valipour… - Cluster Computing, 2024 - Springer
Internet of things (IoT) technology has gained a reputation in recent years due to its ease of
use and adaptability. Due to the amount of sensitive and significant data exchanged over the …

[HTML][HTML] A new deep-learning with swarm based feature selection for intelligent intrusion detection for the Internet of things

R Anushiya, VS Lavanya - Measurement: Sensors, 2023 - Elsevier
Humanity can benefit from the Internet of Things (IoT) paradigm in many different ways. IoT
devices are nonetheless susceptible to different cyber-attacks launched by the attacker …

[PDF][PDF] Intrusion detection in the Internet of Things using fusion of GRU-LSTM deep learning model

MS Al-kahtani, Z Mehmood, T Sadad… - … Automation & Soft …, 2023 - researchgate.net
Cybersecurity threats are increasing rapidly as hackers use advanced techniques. As a
result, cybersecurity has now a significant factor in protecting organizational limits. Intrusion …

Design of an advance intrusion detection system for IoT networks

A Sarwar, S Hasan, WU Khan, S Ahmed… - 2022 2nd …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) is advancing technology by creating smart surroundings that
make it easier for humans to do their work. This technological advancement not only …

Enhancing network intrusion detection using an ensemble voting classifier for internet of things

AH Farooqi, S Akhtar, H Rahman, T Sadiq, W Abbass - Sensors, 2023 - mdpi.com
In the context of 6G technology, the Internet of Everything aims to create a vast network that
connects both humans and devices across multiple dimensions. The integration of smart …

A voting gray wolf optimizer-based ensemble learning models for intrusion detection in the Internet of Things

YK Saheed, S Misra - International Journal of Information Security, 2024 - Springer
Abstract The Internet of Things (IoT) has garnered considerable attention from academic and
industrial circles as a pivotal technology in recent years. The escalation of security risks is …

An advanced intrusion detection system for IIoT based on GA and tree based algorithms

SM Kasongo - IEEE Access, 2021 - ieeexplore.ieee.org
The evolution of the Internet and cloud-based technologies have empowered several
organizations with the capacity to implement large-scale Internet of Things (IoT)-based …

A hybrid spider monkey and hierarchical particle swarm optimization approach for intrusion detection on Internet of Things

S Ethala, A Kumarappan - Sensors, 2022 - mdpi.com
The Internet of Things (IoT) network integrates physical objects such as sensors, networks,
and electronics with software to collect and exchange data. Physical objects with a unique IP …

A systematic literature review of intrusion detection system for network security: Research trends, datasets and methods

R Ferdiana - … 4th International Conference on Informatics and …, 2020 - ieeexplore.ieee.org
Study on intrusion detection system (IDS) mostly allow network administrators to focus on
development activities in terms of network security and making better use of resource. Many …

Intrusion detection system with an ensemble learning and feature selection framework for IoT networks

G Rohini, C Gnana Kousalya, J Bino - IETE Journal of Research, 2023 - Taylor & Francis
ABSTRACT The Internet of Things (IoT) and its applications are currently the most popular
research areas. The properties of IoT are easily adapted to real-life applications but they …