Towards SDN-enabled, intelligent intrusion detection system for internet of things (IoT)

MSA Muthanna, R Alkanhel, A Muthanna, A Rafiq… - IEEE …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has established itself as a multibillion-dollar business in recent
years. Despite its obvious advantages, the widespread nature of IoT renders it insecure and …

Efficient intrusion detection system for SDN orchestrated Internet of Things

EM Zeleke, HM Melaku… - Journal of Computer …, 2021 - Wiley Online Library
Internet of Things (IoT) can simply be defined as an extension of the current Internet system.
It extends the human to human interconnection and intercommunication scenario of the …

A lightweight intrusion detection method for IoT based on deep learning and dynamic quantization

Z Wang, H Chen, S Yang, X Luo, D Li, J Wang - PeerJ Computer Science, 2023 - peerj.com
Intrusion detection ensures that IoT can protect itself against malicious intrusions in
extensive and intricate network traffic data. In recent years, deep learning has been …

DeepLG SecNet: Utilizing deep LSTM and GRU with secure network for enhanced intrusion detection in IoT environments

M Nanjappan, K Pradeep, G Natesan, A Samydurai… - Cluster …, 2024 - Springer
The rapid proliferation of the Internet of Things (IoT) has led to a significant surge in
interconnected devices across diverse domains, ranging from smart homes and healthcare …

Cyber threats detection in smart environments using SDN-enabled DNN-LSTM hybrid framework

M Al Razib, D Javeed, MT Khan, R Alkanhel… - IEEE …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is an instantly exacerbated communication technology that is
manifesting miraculous effectuation to revolutionize conventional means of network …

A hybrid intelligent framework to combat sophisticated threats in secure industries

D Javeed, T Gao, MT Khan, D Shoukat - Sensors, 2022 - mdpi.com
With the new advancements in Internet of Things (IoT) and its applications in different
sectors, such as the industrial sector, by connecting billions of devices and instruments, IoT …

Hybrid intrusion detection system for wireless IoT networks using deep learning algorithm

J Simon, N Kapileswar, PK Polasi… - Computers and Electrical …, 2022 - Elsevier
The intense growth of wireless communication and the digital revolution have increased the
utilization of Internet of Things (IoT) applications. The number of internet users increase …

A hybrid deep learning-driven SDN enabled mechanism for secure communication in Internet of Things (IoT)

D Javeed, T Gao, MT Khan, I Ahmad - Sensors, 2021 - mdpi.com
The Internet of Things (IoT) has emerged as a new technological world connecting billions of
devices. Despite providing several benefits, the heterogeneous nature and the extensive …

Deep learning approach for SDN-enabled intrusion detection system in IoT networks

R Chaganti, W Suliman, V Ravi, A Dua - Information, 2023 - mdpi.com
Owing to the prevalence of the Internet of things (IoT) devices connected to the Internet, the
number of IoT-based attacks has been growing yearly. The existing solutions may not …

IoT security with Deep Learning-based Intrusion Detection Systems: A systematic literature review

I Idrissi, M Azizi, O Moussaoui - 2020 Fourth international …, 2020 - ieeexplore.ieee.org
In the recent years, Internet of things (IoT) is rising increasingly to become a big research
topic due to the billions of devices dispatched around the world. These devices are …