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 …

A critical review of practices and challenges in intrusion detection systems for IoT: Toward universal and resilient systems

E Benkhelifa, T Welsh… - … communications surveys & …, 2018 - ieeexplore.ieee.org
The Internet-of-Things (IoT) is rapidly becoming ubiquitous. However the heterogeneous
nature of devices and protocols in use, the sensitivity of the data contained within, as well as …

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 …

Intrusion detection systems in Internet of Things: A literature review

L Santos, C Rabadao… - 2018 13th Iberian …, 2018 - ieeexplore.ieee.org
The Internet of Things (IoT) is a new model that integrates physical objects and Internet and
became one of the principal technological evolutions of computing. It is estimated that a …

A review of intrusion detection systems using machine and deep learning in internet of things: Challenges, solutions and future directions

J Asharf, N Moustafa, H Khurshid, E Debie, W Haider… - Electronics, 2020 - mdpi.com
The Internet of Things (IoT) is poised to impact several aspects of our lives with its fast
proliferation in many areas such as wearable devices, smart sensors and home appliances …

An effective intrusion detection approach based on ensemble learning for IIoT edge computing

M Mohy-Eddine, A Guezzaz, S Benkirane… - Journal of Computer …, 2023 - Springer
Abstract The Internet of Things (IoT) has recently gained immense popularity. IoT is a set of
devices that compute, communicate with each other, and consist of a vast network. Industrial …

Survey of intrusion detection systems towards an end to end secure internet of things

AA Gendreau, M Moorman - … on future internet of things and …, 2016 - ieeexplore.ieee.org
The Internet of Things (IoT) is one of the largest technological evolutions of computing, by
2022 it is estimated that a trillion IP addresses (objects) will be connected to the Internet. The …

Hybrid intrusion detection system for edge-based IIoT relying on machine-learning-aided detection

H Yao, P Gao, P Zhang, J Wang, C Jiang, L Lu - IEEE Network, 2019 - ieeexplore.ieee.org
The design of an intrusion detection system (IDS) plays a critical role in guaranteeing the
security of the Industrial Internet of Things (IIoT). Recently, the rapid development of edge …

A supervised intrusion detection system for smart home IoT devices

E Anthi, L Williams, M Słowińska… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
The proliferation in Internet of Things (IoT) devices, which routinely collect sensitive
information, is demonstrated by their prominence in our daily lives. Although such devices …

A lightweight optimized deep learning-based host-intrusion detection system deployed on the edge for IoT

I Idrissi, M Mostafa Azizi… - International Journal of …, 2021 - journal.uob.edu.bh
The Internet of Things (IoT) is now present in every domain from applications in smart
homes, Smart Cities, Industrial Internet of Things (IIoT), such as e-Health, and beyond. The …