A multi-class neural network model for rapid detection of IoT botnet attacks

H Alzahrani, M Abulkhair… - Int. J. Adv. Comp. Sci …, 2020 - platform.almanhal.com
The tremendous number of Internet of Things (IoT) devices and their widespread use have
made our lives considerably more manageable. At the same time, however, the vulnerability …

Botnet attack detection in iot using machine learning

K Alissa, T Alyas, K Zafar, Q Abbas… - Computational …, 2022 - Wiley Online Library
There are an increasing number of Internet of Things (IoT) devices connected to the network
these days, and due to the advancement in technology, the security threads and …

Deep learning enabled intrusion detection system for Industrial IOT environment

H Nandanwar, R Katarya - Expert Systems with Applications, 2024 - Elsevier
The prevalence of security vulnerabilities in Internet of Things (IoT) applications poses a
serious threat to enterprise systems, necessitating sophisticated and reliable defense …

Ensemble machine learning techniques for accurate and efficient detection of botnet attacks in connected computers

S Afrifa, V Varadarajan, P Appiahene, T Zhang… - Eng, 2023 - mdpi.com
The transmission of information, ideas, and thoughts requires communication, which is a
crucial component of human contact. The utilization of Internet of Things (IoT) devices is a …

ELBA-IoT: An ensemble learning model for botnet attack detection in IoT networks

Q Abu Al-Haija, M Al-Dala'ien - Journal of Sensor and Actuator Networks, 2022 - mdpi.com
Due to the prompt expansion and development of intelligent systems and autonomous,
energy-aware sensing devices, the Internet of Things (IoT) has remarkably grown and …

Feature engineering based performance analysis of ML and DL algorithms for Botnet attack detection in IoMT

S Saif, N Yasmin, S Biswas - International Journal of System Assurance …, 2023 - Springer
The internet of medical things is one of the popular application of internet of things (IoT)
where various small medical devices are interconnected with each other to share sensitive …

[PDF][PDF] Machine learning based attacks detection and countermeasures in IoT

R Zagrouba, R Alhajri - International Journal of Communication …, 2021 - core.ac.uk
While the IoT offers important benefits and opportunities for users, the technology raises
various security issues and threats. These threats may include spreading IoT botnets …

Enhancing IoT botnets attack detection using machine learning-IDS and ensemble data preprocessing technique

NA Hikal, MM Elgayar - Internet of Things—Applications and Future …, 2020 - Springer
The need of IoT technologies and their applications are increasing every day. While getting
benefits from this technology, these vast numbers of non-smart connected cyber-physical …

Detection of botnet attacks against industrial IoT systems by multilayer deep learning approaches

M Mudassir, D Unal, M Hammoudeh… - … and Mobile Computing, 2022 - Wiley Online Library
Industry 4.0 is the next revolution in manufacturing technology that is going to change the
production and distribution of goods and services within the following decade. Powered by …

An intrusion detection system based on stacked ensemble learning for IoT network

Y Cao, Z Wang, H Ding, J Zhang, B Li - Computers and Electrical …, 2023 - Elsevier
Abstract As Internet of Things (IoT) technology advances rapidly, the need for security
measures in this domain intensifies, mainly due to the inherent computational resource …