Intrusion Detection in Industrial Internet of Things Network‐Based on Deep Learning Model with Rule‐Based Feature Selection

JB Awotunde, C Chakraborty… - … and mobile computing, 2021 - Wiley Online Library
The Industrial Internet of Things (IIoT) is a recent research area that links digital equipment
and services to physical systems. The IIoT has been used to generate large quantities of …

Deep learning feature fusion approach for an intrusion detection system in SDN-based IoT networks

V Ravi, R Chaganti, M Alazab - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
A survey of the literature shows that the number of IoT attacks are gradually growing over the
years due to the growing trend of Internet-enabled devices. Software defined networking …

Advanced feature extraction and selection approach using deep learning and Aquila optimizer for IoT intrusion detection system

A Fatani, A Dahou, MAA Al-Qaness, S Lu, MA Elaziz - Sensors, 2021 - mdpi.com
Developing cyber security is very necessary and has attracted considerable attention from
academy and industry organizations worldwide. It is also very necessary to provide …

Intrusion detection framework for IoT-based smart environments security

C Hazman, S Benkirane, A Guezzaz, M Azrour… - … Conference on Artificial …, 2022 - Springer
Since of huge progress of Internet of things (IoT) and networking technologies, and the
expanding number of devices linked to the Internet, security and privacy problems must be …

Review of artificial intelligence for enhancing intrusion detection in the internet of things

M Saied, S Guirguis, M Madbouly - Engineering Applications of Artificial …, 2024 - Elsevier
Internet of Things is shaping the quality of living standard. With the rapid growth and
expansion of adopting IoT-based approaches, their security represents a growing challenge …

Feature engineering and deep learning-based intrusion detection framework for securing edge IoT

M Nasir, AR Javed, MA Tariq, M Asim… - The Journal of …, 2022 - Springer
Devices belonging to the realm of edge Internet of Things (IoT) are becoming highly
susceptible to intrusion attacks. The large-scale development in edge IoT, ease of …

Voting classifier-based intrusion detection for iot networks

MA Khan, MA Khan Khattk, S Latif, AA Shah… - Advances on Smart and …, 2022 - Springer
Abstract Internet of Things (IoT) is transforming human lives by paving the way for the
management of physical devices on the edge. These interconnected IoT objects share data …

WOGRU-IDS—An intelligent intrusion detection system for IoT assisted Wireless Sensor Networks

K Ramana, A Revathi, A Gayathri, RH Jhaveri… - Computer …, 2022 - Elsevier
One of the key mechanisms of the current electronic and wireless frameworks is the
assistance of Wireless Sensor Networks (WSN) in Internet of Things (IoT) networks. A WSN …

BoostedEnML: Efficient technique for detecting cyberattacks in IoT systems using boosted ensemble machine learning

OD Okey, SS Maidin, P Adasme, R Lopes Rosa… - Sensors, 2022 - mdpi.com
Following the recent advances in wireless communication leading to increased Internet of
Things (IoT) systems, many security threats are currently ravaging IoT systems, causing …

[PDF][PDF] A Lightweight Hybrid Intrusion Detection Framework using Machine Learning for Edge-Based IIoT Security.

A Guezzaz, M Azrour, S Benkirane… - Int. Arab J. Inf …, 2022 - ccis2k.org
Due to the development of cloud computing and Internet of Things (IoT) environments, such
as healthcare systems, telecommunications and Industry 4.0 or Industrial IoT (IIoT) many …