Intrusion detection system for large-scale IoT NetFlow networks using machine learning with modified Arithmetic Optimization Algorithm

S Fraihat, S Makhadmeh, M Awad, MA Al-Betar… - Internet of Things, 2023 - Elsevier
With the rapid expansion of Internet of Things (IoT) networks, the need for robust security
measures to detect and report potential threats is becoming more urgent. In this paper, we …

Intrusion detection for the internet of things (IoT) based on the emperor penguin colony optimization algorithm

M Alweshah, A Hammouri, S Alkhalaileh… - Journal of Ambient …, 2023 - Springer
Abstract In the Internet of Things (IoT), the data that are sent via devices are sometimes
unrelated, duplicated, or erroneous, which makes it difficult to perform the required tasks …

Modelling of intrusion detection using sea horse optimization with machine learning model on cloud environment

C Jansi Sophia Mary, K Mahalakshmi - International Journal of Information …, 2024 - Springer
The growing reliance on cloud services necessitates a heightened focus on security
measures to protect the integrity and privacy of crucial business data. Privacy preservation …

OOA-modified Bi-LSTM network: An effective intrusion detection framework for IoT systems

SSN Chintapalli, SP Singh, J Frnda, PB Divakarachari… - Heliyon, 2024 - cell.com
Abstract Currently, the Internet of Things (IoT) generates a huge amount of traffic data in
communication and information technology. The diversification and integration of IoT …

Hybrid Aquila optimizer for efficient classification with probabilistic neural networks

M Alweshah, M Alessa, S Alkhalaileh… - Multiagent and Grid …, 2024 - content.iospress.com
The model of a probabilistic neural network (PNN) is commonly utilized for classification and
pattern recognition issues in data mining. An approach frequently used to enhance its …

Intrusion Detection System using Modified Arithmetic Optimization Algorithm for Large-scale IoT

SN Makhadmeh, Y Sanjalawe… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
This paper introduces an Intrusion Detection System (IDS) designed to enhance security in
expansive IoT networks. The proposed IDS leverages one of thee most popular Machine …

Intrusion Detection System based on Chaotic Opposition for IoT Network

R Singh, RL Ujjwal - International journal of electrical and computer …, 2024 - hrcak.srce.hr
Sažetak The rapid advancement of network technologies and protocols has fueled the
widespread endorsement of the Internet of Things (IoT) in numerous domains, including …

[引用][C] Convolutional Neural Networks based Transformer for Intrusion Detection in Edge-IoT

S Noureen - 2023 - Quaid I Azam University Islamabad