An end-to-end learning approach for enhancing intrusion detection in Industrial-Internet of Things

K Hassini, S Khalis, O Habibi, M Chemmakha… - Knowledge-Based …, 2024 - Elsevier
Abstract The Industrial-Internet of Things (I-IoT) stands out as one of the most dynamically
evolving subfields within the expansive realm of the Internet of Things (IoT). Its exponential …

A hybrid approach using support vector machine rule-based system: detecting cyber threats in internet of things

MWA Ashraf, AR Singh, A Pandian, RS Rathore… - Scientific Reports, 2024 - nature.com
While the proliferation of the Internet of Things (IoT) has revolutionized several industries, it
has also created severe data security concerns. The security of these network devices and …

[HTML][HTML] A survey on intrusion detection system in IoT networks

MM Rahman, S Al Shakil, MR Mustakim - Cyber Security and Applications, 2025 - Elsevier
Abstract As the Internet of Things (IoT) expands, the security of IoT networks has becoming
more critical. Intrusion Detection Systems (IDS) are essential for protecting these networks …

[HTML][HTML] Hybridization of Learning Techniques and Quantum Mechanism for IIoT Security: Applications, Challenges, and Prospects

IA Sikiru, AD Kora, EC Ezin, AL Imoize, CT Li - Electronics, 2024 - mdpi.com
This article describes our point of view regarding the security capabilities of classical
learning algorithms (CLAs) and quantum mechanisms (QM) in the industrial Internet of …

An enhanced internet of medical things data communication based on blockchain and cryptography for smart healthcare applications

JB Awotunde, Y Farhaoui, AL Imoize… - … Conference on Artificial …, 2023 - Springer
This paper proposes a novel data communication model for the Internet of Medical Things
(IoMT) powered smart healthcare applications based on blockchain and cryptography. The …

Meta-IDS: meta-learning based smart intrusion detection system for internet of medical things (IoMT) network

U Zukaib, X Cui, C Zheng, M Hassan… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The Internet of Medical Things (IoMT) plays a crucial role in advancing smart healthcare by
facilitating the real-time collection and processing of medical data. These interconnected …

Federated deep learning for intrusion detection in consumer-centric internet of things

SI Popoola, AL Imoize, M Hammoudeh… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Consumer-centric Internet of Things (CIoT) will play a pivotal role in the fifth industrial
revolution (Industry 5.0) but it exhibits vulnerabilities that can render it susceptible to various …

[HTML][HTML] IoT intrusion detection system based on machine learning

B Xu, L Sun, X Mao, R Ding, C Liu - Electronics, 2023 - mdpi.com
With the rapid development of the Internet of Things (IoT), the number of IoT devices is
increasing dramatically, making it increasingly important to identify intrusions on these …

A novel intrusion detection system for internet of things devices and data

A Kaushik, H Al-Raweshidy - Wireless Networks, 2024 - Springer
As we enter the new age of the Internet of Things (IoT) and wearable gadgets, sensors, and
embedded devices are extensively used for data aggregation and its transmission. The …

Ensuring intrusion detection for IoT services through an improved CNN

SA Ajagbe, JB Awotunde, H Florez - SN Computer Science, 2023 - Springer
Abstract Internet of Things (IoT) devices are challenging to manage information security due
to some factors such as processing capability, exponential growth in homes, and their low …