A smart anomaly-based intrusion detection system for the Internet of Things (IoT) network using GWO–PSO–RF model

PK Keserwani, MC Govil, ES Pilli, P Govil - Journal of Reliable Intelligent …, 2021 - Springer
Abstract The Internet of Things (IoT) is adding the advancement in the technology for
creating smart environments to facilitate humans for various works. The technological …

Anomaly based network intrusion detection for IoT attacks using deep learning technique

B Sharma, L Sharma, C Lal, S Roy - Computers and Electrical Engineering, 2023 - Elsevier
Abstract Internet of Things (IoT) applications are growing in popularity for being widely used
in many real-world services. In an IoT ecosystem, many devices are connected with each …

Feature extraction and artificial intelligence-based intrusion detection model for a secure internet of things networks

JB Awotunde, S Misra - Illumination of artificial intelligence in cybersecurity …, 2022 - Springer
Security has been a concern in recent years, especially in the Internet of Things (IoT) system
environment, where security and privacy are of great importance. Our lives have significantly …

Design of anomaly-based intrusion detection system using fog computing for IoT network

P Kumar, GP Gupta, R Tripathi - Automatic Control and Computer …, 2021 - Springer
With increase in the demand for Internet of Things (IoT)-based services, the capability to
detect anomalies such as malicious control, spying and other threats within IoT-based …

Toward design of an intelligent cyber attack detection system using hybrid feature reduced approach for iot networks

P Kumar, GP Gupta, R Tripathi - Arabian Journal for Science and …, 2021 - Springer
With simple connectivity and fast-growing demand of smart devices and networks, IoT has
become more prone to cyber attacks. In order to detect and prevent cyber attacks in IoT …

Threat analysis and distributed denial of service (DDoS) attack recognition in the internet of things (IoT)

MH Ali, MM Jaber, SK Abd, A Rehman, MJ Awan… - Electronics, 2022 - mdpi.com
The Internet of Things (IoT) plays a crucial role in various sectors such as automobiles and
the logistic tracking medical field because it consists of distributed nodes, servers, and …

Hybrid random forest and synthetic minority over sampling technique for detecting internet of things attacks

MG Karthik, MBM Krishnan - Journal of Ambient Intelligence and …, 2021 - Springer
In recent decades, the internet of things (IoT) is a growing technology in smart applications,
where it is highly susceptible to security breaches, due to the resource constrained nature of …

Anomaly-based intrusion detection system in the Internet of Things using a convolutional neural network and multi-objective enhanced Capuchin Search Algorithm

H Asgharzadeh, A Ghaffari, M Masdari… - Journal of Parallel and …, 2023 - Elsevier
Nowadays, the growth and pervasiveness of Internet of Things (IoT) devices have led to
increased attacks by hackers and attackers. On the other hand, using IoT infrastructure in …

A new ensemble-based intrusion detection system for internet of things

A Abbas, MA Khan, S Latif, M Ajaz, AA Shah… - Arabian Journal for …, 2022 - Springer
The domain of Internet of Things (IoT) has witnessed immense adaptability over the last few
years by drastically transforming human lives to automate their ordinary daily tasks. This is …

[HTML][HTML] A machine learning-based intrusion detection for detecting internet of things network attacks

YK Saheed, AI Abiodun, S Misra, MK Holone… - Alexandria Engineering …, 2022 - Elsevier
Abstract The Internet of Things (IoT) refers to the collection of all those devices that could
connect to the Internet to collect and share data. The introduction of varied devices …