Systematic Literature Review of IoT Botnet DDOS Attacks and Evaluation of Detection Techniques

M Gelgi, Y Guan, S Arunachala, M Samba Siva Rao… - Sensors, 2024 - mdpi.com
Internet of Things (IoT) technology has become an inevitable part of our daily lives. With the
increase in usage of IoT Devices, manufacturers continuously develop IoT technology …

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 …

Hda-ids: A hybrid dos attacks intrusion detection system for iot by using semi-supervised cl-gan

S Li, Y Cao, S Liu, Y Lai, Y Zhu, N Ahmad - Expert Systems with …, 2024 - Elsevier
In recent years, the application of the internet of things (IoT) in areas such as intelligent
transportation, smart cities, and the industrial internet has become increasingly widespread …

Stochastic gradient descent classifier-based lightweight intrusion detection systems using the efficient feature subsets of datasets

J Azimjonov, T Kim - Expert Systems with Applications, 2024 - Elsevier
Abstract The Internet of Things (IoT) has become an essential part of our daily lives.
However, with the increasing use of IoT, the number of botnet attacks targeting resource …

A survey of deep learning technologies for intrusion detection in Internet of Things

H Liao, MZ Murah, MK Hasan, AHM Aman… - IEEe …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) is transforming how we live and work, and its applications are
widespread, spanning smart homes, industrial monitoring, smart cities, healthcare …

An intrusion detection system using BoT-IoT

S Alosaimi, SM Almutairi - Applied Sciences, 2023 - mdpi.com
The rapid growth of the Internet of Things (IoT) has led to an increased automation and
interconnectivity of devices without requiring user intervention, thereby enhancing the …

Ensemble technique of intrusion detection for IoT-edge platform

A Aldaej, I Ullah, TA Ahanger, M Atiquzzaman - Scientific Reports, 2024 - nature.com
Abstract Internet of Things (IoT) technology has revolutionized modern industrial sectors.
Moreover, IoT technology has been incorporated within several vital domains of …

A fog-edge-enabled intrusion detection system for smart grids

N Tariq, A Alsirhani, M Humayun, F Alserhani… - Journal of Cloud …, 2024 - Springer
Abstract The Smart Grid (SG) heavily depends on the Advanced Metering Infrastructure
(AMI) technology, which has shown its vulnerability to intrusions. To effectively monitor and …

[HTML][HTML] Deep learning-inspired IoT-IDS mechanism for edge computing environments

A Aldaej, TA Ahanger, I Ullah - Sensors, 2023 - mdpi.com
The Internet of Things (IoT) technology has seen substantial research in Deep Learning (DL)
techniques to detect cyberattacks. Critical Infrastructures (CIs) must be able to quickly detect …

A comprehensive node-based botnet detection framework for IoT network

A Aldaej, TA Ahanger, M Atiquzzaman, I Ullah - Cluster Computing, 2024 - Springer
The number of cyber-attacks targeting the Internet of Things (IoT) has elevated in the last
decade. This is due to the inherent security vulnerabilities inside IoT endpoints, as well as …