Anomaly Detection Framework in Fog-to-Things Communication for Industrial Internet of Things.

T Alatawi, A Aljuhani - Computers, Materials & Continua, 2022 - search.ebscohost.com
The rapid development of the Internet of Things (IoT) in the industrial domain has led to the
new term the Industrial Internet of Things (IIoT). The IIoT includes several devices …

Design of anomaly-based intrusion detection system using fog computing for IoT network

P Kumar, GP Gupta, R Tripathi - Automatic Control and Computer …, 2021 - Springer
With increase in the demand for Internet of Things (IoT)-based services, the capability to
detect anomalies such as malicious control, spying and other threats within IoT-based …

Fog computing-based intrusion detection architecture to protect iot networks

Y Labiod, A Amara Korba, N Ghoualmi - Wireless Personal …, 2022 - Springer
With the deployment of billions of Internet of Things (IoT) devices, more and more cyber
attacks involving or even targeting such devices are rife. Cyberattack vectors are in constant …

Anomaly detection framework for Internet of things traffic using vector convolutional deep learning approach in fog environment

BA NG, S Selvakumar - Future Generation Computer Systems, 2020 - Elsevier
The proliferation of Internet of things (IoT) devices has lured hackers to launch attacks.
Therefore, anomalies in IoT traffic must be detected to mitigate these attacks and protect …

Anomaly behavior analysis for IoT sensors

J Pacheco, S Hariri - Transactions on Emerging …, 2018 - Wiley Online Library
Abstract The Internet of Things (IoT) will not only connect computers and mobile devices but
also interconnect smart buildings, homes, and cities, as well as electrical grids, gas, and …

An intrusion detection system for fog computing and IoT based logistic systems using a smart data approach

F Hosseinpour, P Vahdani Amoli, J Plosila… - International Journal of …, 2016 - jyx.jyu.fi
The Internet of Things (IoT) is widely used in advanced logistic systems. Safety and security
of such systems are utmost important to guarantee the quality of their services. However …

Fog-empowered anomaly detection in IoT using hyperellipsoidal clustering

L Lyu, J Jin, S Rajasegarar, X He… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
Anomaly detection is important for time-critical Internet of Things (IoT) applications, such as
healthcare and emergency management. The recent introduction of Fog computing …

Artificial neural networks-based intrusion detection system for internet of things fog nodes

J Pacheco, VH Benitez, LC Felix-Herran… - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) represents a mean to share resources (memory, storage
computational power, data, etc.) between computers and mobile devices, as well as …

A novel multi algorithm approach to identify network anomalies in the IoT using Fog computing and a model to distinguish between IoT and Non-IoT devices

RJ Alzahrani, A Alzahrani - Journal of Sensor and Actuator Networks, 2023 - mdpi.com
Botnet attacks, such as DDoS, are one of the most common types of attacks in IoT networks.
A botnet is a collection of cooperated computing machines or Internet of Things gadgets that …

Anomaly detection in fog computing architectures using custom tab transformer for internet of things

AIA Alzahrani, A Al-Rasheed, A Ksibi, M Ayadi… - Electronics, 2022 - mdpi.com
Devices which are part of the Internet of Things (IoT) have strong connections; they generate
and consume data, which necessitates data transfer among various devices. Smart gadgets …