A distributed ensemble design based intrusion detection system using fog computing to protect the internet of things networks

P Kumar, GP Gupta, R Tripathi - Journal of ambient intelligence and …, 2021 - Springer
With the development of internet of things (IoT), capabilities of computing, networking
infrastructure, storage of data and management have come very close to the edge of …

Design of cognitive fog computing for intrusion detection in Internet of Things

S Prabavathy, K Sundarakantham… - Journal of …, 2018 - ieeexplore.ieee.org
Internet of things (IoT) is penetrating into every aspect of our lives including our body, our
home and our living environment along with numerous security challenges. With rapidly …

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 …

Intrusion detection using multi-objective evolutionary convolutional neural network for Internet of Things in Fog computing

Y Chen, Q Lin, W Wei, J Ji, KC Wong… - Knowledge-Based …, 2022 - Elsevier
Our world is moving fast towards the era of the Internet of Things (IoT), which connects all
kinds of devices to digital services and brings significant convenience to our lives. With the …

A comprehensive analyses of intrusion detection system for IoT environment

JCS Sicato, SK Singh, S Rathore… - Journal of Information …, 2020 - koreascience.kr
Abstract Nowadays, the Internet of Things (IoT) network, is increasingly becoming a
ubiquitous connectivity between different advanced applications such as smart cities, smart …

Intrusion detection based on bidirectional long short-term memory with attention mechanism

Y Yang, S Tu, RH Ali, H Alasmary, M Waqas… - 2023 - ro.ecu.edu.au
With the recent developments in the Internet of Things (IoT), the amount of data collected
has expanded tremendously, resulting in a higher demand for data storage, computational …

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 …

Deep recurrent neural network for IoT intrusion detection system

M Almiani, A AbuGhazleh, A Al-Rahayfeh… - … Modelling Practice and …, 2020 - Elsevier
As a results of the large scale development of the Internet of Things (IoT), cloud computing
capabilities including networking, data storage, management, and analytics are brought very …

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 …

UIDS: a unified intrusion detection system for IoT environment

V Kumar, AK Das, D Sinha - Evolutionary intelligence, 2021 - Springer
Intrusion detection system (IDS) using machine learning approach is getting popularity as it
has an advantage of getting updated by itself to defend against any new type of attack …