Deep learning for intrusion detection and security of Internet of things (IoT): current analysis, challenges, and possible solutions

AR Khan, M Kashif, RH Jhaveri, R Raut… - Security and …, 2022 - Wiley Online Library
In the last decade, huge growth is recorded globally in computer networks and Internet of
Things (IoT) networks due to the exponential data generation, approximately zettabyte to a …

lIDS-SIoEL: intrusion detection framework for IoT-based smart environments security using ensemble learning

C Hazman, A Guezzaz, S Benkirane, M Azrour - Cluster Computing, 2023 - Springer
Smart cities are being enabled all around the world by Internet of Things (IoT) applications.
A smart city idea necessitates the integration of information and communication …

A lightweight supervised intrusion detection mechanism for IoT networks

S Roy, J Li, BJ Choi, Y Bai - Future Generation Computer Systems, 2022 - Elsevier
Abstract As the Internet of Things (IoT) is becoming increasingly popular, we have
experienced more security breaches that are associated with the connection of vulnerable …

[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 …

Internet of Things security: A survey

FA Alaba, M Othman, IAT Hashem, F Alotaibi - Journal of Network and …, 2017 - Elsevier
Abstract The Internet of things (IoT) has recently become an important research topic
because it integrates various sensors and objects to communicate directly with one another …

COLIDE: A collaborative intrusion detection framework for Internet of Things

J Arshad, MA Azad, M Mahmoud Abdellatif… - IET …, 2019 - Wiley Online Library
Internet of Things (IoT) represent a network of resource‐constrained sensor devices
connected through the open Internet, susceptible to misuse by intruders. Traditional …

An advanced intrusion detection system for IIoT based on GA and tree based algorithms

SM Kasongo - IEEE Access, 2021 - ieeexplore.ieee.org
The evolution of the Internet and cloud-based technologies have empowered several
organizations with the capacity to implement large-scale Internet of Things (IoT)-based …

An overview of the security challenges in IoT environment

S Dargaoui, M Azrour, A El Allaoui, F Amounas… - Advanced technology for …, 2023 - Springer
The internet of things (IoT) is a huge network of heterogeneous devices; sensors and
actuators, which provide a better world of services such as smart cities, smart grid, health …

An intrusion detection system for fog computing and IoT based logistic systems using a smart data approach

F Hosseinpour, P Vahdani Amoli, J Plosila… - International Journal of …, 2016 - jyx.jyu.fi
The Internet of Things (IoT) is widely used in advanced logistic systems. Safety and security
of such systems are utmost important to guarantee the quality of their services. However …

[HTML][HTML] Intrusion detection and prevention system for an IoT environment

A Kumar, K Abhishek, MR Ghalib, A Shankar… - Digital Communications …, 2022 - Elsevier
Abstract Internet of Things (IoT) security is the act of securing IoT devices and networks. IoT
devices, including industrial machines, smart energy grids, and building automation, are …