Insights into Modern Intrusion Detection Strategies for Internet of Things Ecosystems
B Isong, O Kgote, A Abu-Mahfouz - Electronics, 2024 - mdpi.com
The swift explosion of Internet of Things (IoT) devices has brought about a new era of
interconnectivity and ease of use while simultaneously presenting significant security …
interconnectivity and ease of use while simultaneously presenting significant security …
A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges
A Khraisat, A Alazab - Cybersecurity, 2021 - Springer
Abstract The Internet of Things (IoT) has been rapidly evolving towards making a greater
impact on everyday life to large industrial systems. Unfortunately, this has attracted the …
impact on everyday life to large industrial systems. Unfortunately, this has attracted the …
SmartIDS: A comparative study of intelligent intrusion detection systems for internet of things
G Abdelmoumin, DB Rawat - … of the Future Technologies Conference (FTC …, 2022 - Springer
Traditional intrusion detection systems (IDSs) are not scalable and efficient in detecting
intrusions in IoT systems; hence, protecting them against cyber-attacks. The need to secure …
intrusions in IoT systems; hence, protecting them against cyber-attacks. The need to secure …
Intrusion detection systems for industrial internet of things: A survey
Industrial Internet of Things (IIoT) applies Internet of Things (IoT) technology in industrial
systems, to optimize business processes efficiency, service quality, and reliability. However …
systems, to optimize business processes efficiency, service quality, and reliability. However …
[HTML][HTML] Deep learning for cyber threat detection in IoT networks: A review
A Aldhaheri, F Alwahedi, MA Ferrag, A Battah - Internet of Things and Cyber …, 2023 - Elsevier
Abstract The Internet of Things (IoT) has revolutionized modern tech with interconnected
smart devices. While these innovations offer unprecedented opportunities, they also …
smart devices. While these innovations offer unprecedented opportunities, they also …
A Comprehensive Analysis of Novel Intrusion Detection Systems for Internet of Things Networks
In recent years, the Internet of Things (IoT) paradigm has shown massive embracing by
various industries notably the medical sector, vehicle manufacturers, home appliances …
various industries notably the medical sector, vehicle manufacturers, home appliances …
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 …
of collecting data and communicating wirelessly, are poised to revolutionize numerous …
Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques
MB Musthafa, S Huda, Y Kodera, MA Ali, S Araki… - Sensors, 2024 - mdpi.com
Internet of Things (IoT) devices are leading to advancements in innovation, efficiency, and
sustainability across various industries. However, as the number of connected IoT devices …
sustainability across various industries. However, as the number of connected IoT devices …
Deep learning in IoT intrusion detection
Abstract The Internet of Things (IoT) is the new paradigm of our times, where smart devices
and sensors from across the globe are interconnected in a global grid, and distributed …
and sensors from across the globe are interconnected in a global grid, and distributed …
Intrusion Detection Systems in IoT: Techniques, Datasets, and Challenges
PR Maidamwar, MM Bartere… - Computing Technologies …, 2021 - taylorfrancis.com
The Internet of Things (IoT) has affected our day-to-day lives via the quick multiplication of
IoT devices, for example, wearable gadgets, keen sensors, as well as home machines. IoT …
IoT devices, for example, wearable gadgets, keen sensors, as well as home machines. IoT …