ML-IDS: an efficient ML-enabled intrusion detection system for securing IoT networks and applications

M Al-Ambusaidi, Z Yinjun, Y Muhammad, A Yahya - Soft Computing, 2024 - Springer
Abstract The Internet of Things (IoT) and machine learning (ML) have various applications in
different sectors of life, such as healthcare, agriculture, industries, transportation, smart …

A review on IoT intrusion detection systems using supervised machine learning: Techniques, datasets, and algorithms

AR Abdulla, NGM Jameel - UHD Journal of Science and …, 2023 - journals.uhd.edu.iq
Physical objects that may communicate with one another are referred to “things” throughout
the Internet of Things (IoT) concept. It introduces a variety of services and activities that are …

[PDF][PDF] A distributed intrusion detection system using machine learning for IoT based on ToN-IoT dataset

AR Gad, M Haggag, AA Nashat… - International Journal of …, 2022 - researchgate.net
The internet of things (IoT) is a collection of common physical things which can communicate
and synthesize data utilizing network infrastructure by connecting to the internet. IoT …

A taxonomy of machine-learning-based intrusion detection systems for the internet of things: A survey

A Jamalipour, S Murali - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is an emerging technology that has earned a lot of research
attention and technical revolution in recent years. Significantly, IoT connects and integrates …

Intrusion detection framework in iot networks

S Bajpai, K Sharma, BK Chaurasia - SN Computer Science, 2023 - Springer
Abstract The Internet of Things (IoT) deals with the internet and physical objects such as
smart home automation, industrial applications, smart cities, health and fitness …

A Comprehensive Analysis of Machine Learning-Based Intrusion Detection System for IoT-23 Dataset

YG Kim, KJ Ahmed, MJ Lee, K Tsukamoto - International Conference on …, 2022 - Springer
With the proliferation of IoT devices, securing the IoT-based network is of paramount
importance. IoT-based networks consist of diversely purposed IoT devices. This diversity of …

Improving security of IoT networks using machine learning-based intrusion detection system

SS Ambarkar, NM Shekokar - Advanced Computing Technologies and …, 2020 - Springer
With the improvement of IPv6 and its support for low-power lossy networks, the new
ubiquitous technology has loomed known as the Internet-of-things (IoT). IoT is a …

[PDF][PDF] A review on intrusion detection systems to secure IoT networks

AA Anitha, L Arockiam - International Journal of Computer Networks …, 2022 - academia.edu
The Internet of Things (IoT) and its rapid advancements will lead to everything being
connected in the near future. The number of devices connected to the global network is …

Toward an intrusion detection model for IoT-based smart environments

C Hazman, A Guezzaz, S Benkirane… - Multimedia Tools and …, 2023 - Springer
Abstract Nowadays, modern Internet of Things (IoT) applications are enabling smart cities
across the world. They provide remote device monitoring, management, and control, and …

Recent endeavors in machine learning-powered intrusion detection systems for the Internet of Things

D Manivannan - Journal of Network and Computer Applications, 2024 - Elsevier
The significant advancements in sensors and other resource-constrained devices, capable
of collecting data and communicating wirelessly, are poised to revolutionize numerous …