Anomaly detection using deep neural network for IoT architecture

Z Ahmad, A Shahid Khan, K Nisar, I Haider, R Hassan… - Applied Sciences, 2021 - mdpi.com
The revolutionary idea of the internet of things (IoT) architecture has gained enormous
popularity over the last decade, resulting in an exponential growth in the IoT networks …

An anomaly intrusion detection for high-density internet of things wireless communication network based deep learning algorithms

EH Salman, MA Taher, YI Hammadi, OA Mahmood… - Sensors, 2022 - mdpi.com
Telecommunication networks are growing exponentially due to their significant role in
civilization and industry. As a result of this very significant role, diverse applications have …

Design and development of RNN anomaly detection model for IoT networks

I Ullah, QH Mahmoud - IEEE Access, 2022 - ieeexplore.ieee.org
Cybersecurity is important today because of the increasing growth of the Internet of Things
(IoT), which has resulted in a variety of attacks on computer systems and networks. Cyber …

Anomaly detection on iot network intrusion using machine learning

Z Liu, N Thapa, A Shaver, K Roy, X Yuan… - … intelligence, big data …, 2020 - ieeexplore.ieee.org
Enhancing the security of IoT networks is trending as one of the most crucial issues the
information technology community faces. With large scales of IoT devices being developed …

Effective anomaly detection using deep learning in IoT systems

L Aversano, ML Bernardi, M Cimitile… - Wireless …, 2021 - Wiley Online Library
Anomaly detection in network traffic is a hot and ongoing research theme especially when
concerning IoT devices, which are quickly spreading throughout various situations of …

Federated deep learning for anomaly detection in the internet of things

X Wang, Y Wang, Z Javaheri, L Almutairi… - Computers and …, 2023 - Elsevier
Privacy has emerged as a top worry as a result of the development of zero-day hacks
because IoT devices produce and transmit sensitive information through the regular internet …

Anomaly-based intrusion detection system for IoT application

M Bhavsar, K Roy, J Kelly, O Olusola - Discover Internet of things, 2023 - Springer
Abstract Internet-of-Things (IoT) connects various physical objects through the Internet and it
has a wide application, such as in transportation, military, healthcare, agriculture, and many …

A deep lstm based approach for intrusion detection iot devices network in smart home

SW Azumah, N Elsayed, V Adewopo… - 2021 IEEE 7th World …, 2021 - ieeexplore.ieee.org
The technological advancement of the Internet of Things (IoT) devices in our world today has
become beneficial to many users but has security issues that are left unattended. IoT …

Anomaly-based intrusion detection system for IoT networks through deep learning model

T Saba, A Rehman, T Sadad, H Kolivand… - Computers and Electrical …, 2022 - Elsevier
Abstract The Internet of Things (IoT) idea has been developed to enhance people's lives by
delivering a diverse range of smart interconnected devices and applications in several …

Anomaly based network intrusion detection for IoT attacks using deep learning technique

B Sharma, L Sharma, C Lal, S Roy - Computers and Electrical Engineering, 2023 - Elsevier
Abstract Internet of Things (IoT) applications are growing in popularity for being widely used
in many real-world services. In an IoT ecosystem, many devices are connected with each …