Design of an advance intrusion detection system for IoT networks
The Internet of Things (IoT) is advancing technology by creating smart surroundings that
make it easier for humans to do their work. This technological advancement not only …
make it easier for humans to do their work. This technological advancement not only …
Intrusion detection framework in iot networks
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 …
smart home automation, industrial applications, smart cities, health and fitness …
Machine Learning for IoT based networks intrusion detection: a comparative study
M Baich, T Hamim, N Sael, Y Chemlal - Procedia Computer Science, 2022 - Elsevier
Abstract Internet of Things (IoT) refers to technologies that enable the connection of objects
to the internet and also collect data with minimal human intervention. Nowadays IoT is …
to the internet and also collect data with minimal human intervention. Nowadays IoT is …
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 …
experienced more security breaches that are associated with the connection of vulnerable …
A Comparative Analysis of Intrusion Detection in IoT Network Using Machine Learning
Recent innovations and advanced technology encourage users to implement solutions
against harmful attacks. This is provided new capabilities of dynamic provisioning …
against harmful attacks. This is provided new capabilities of dynamic provisioning …
WILS-TRS—A novel optimized deep learning based intrusion detection framework for IoT networks
B Jothi, M Pushpalatha - Personal and Ubiquitous Computing, 2023 - Springer
Abstract Internet of Things (IoT) and its applications have gained importance in recent times
of research. The heterogeneous nature of IoT networks makes them applicable for various …
of research. The heterogeneous nature of IoT networks makes them applicable for various …
[PDF][PDF] A hybrid classification approach for intrusion detection in iot network
S Choudhary, N Kesswani - 2021 - core.ac.uk
With the increase in number of IoT devices, the capabilities to provide reliable security and
detect the malicious activities within the IoT network have become quite challenging. We …
detect the malicious activities within the IoT network have become quite challenging. We …
A multi-layer classification approach for intrusion detection in iot networks based on deep learning
The security of IoT networks is an important concern to researchers and business owners,
which is taken into careful consideration due to its direct impact on the availability of the …
which is taken into careful consideration due to its direct impact on the availability of the …
IoT intrusion detection using machine learning with a novel high performing feature selection method
The Internet of Things (IoT) ecosystem has experienced significant growth in data traffic and
consequently high dimensionality. Intrusion Detection Systems (IDSs) are essential self …
consequently high dimensionality. Intrusion Detection Systems (IDSs) are essential self …
Deep learning-based intrusion detection for IoT networks
Internet of Things (IoT) has an immense potential for a plethora of applications ranging from
healthcare automation to defence networks and the power grid. The security of an IoT …
healthcare automation to defence networks and the power grid. The security of an IoT …