Intrusion detection and prevention in fog based IoT environments: A systematic literature review

CA de Souza, CB Westphall, RB Machado, L Loffi… - Computer Networks, 2022 - Elsevier
Abstract Currently, the Internet of Things is spreading in all areas that apply computing
resources. An important ally of the IoT is fog computing. It extends cloud computing and …

IoT intrusion detection using machine learning with a novel high performing feature selection method

K Albulayhi, Q Abu Al-Haija, SA Alsuhibany… - Applied Sciences, 2022 - mdpi.com
The Internet of Things (IoT) ecosystem has experienced significant growth in data traffic and
consequently high dimensionality. Intrusion Detection Systems (IDSs) are essential self …

An intelligent intrusion detection system for smart consumer electronics network

D Javeed, MS Saeed, I Ahmad, P Kumar… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The technological advancements of Internet of Things (IoT) has revolutionized traditional
Consumer Electronics (CE) into next-generation CE with higher connectivity and …

Ensemble-learning framework for intrusion detection to enhance internet of things' devices security

Y Alotaibi, M Ilyas - Sensors, 2023 - mdpi.com
The Internet of Things (IoT) comprises a network of interconnected nodes constantly
communicating, exchanging, and transferring data over various network protocols. Studies …

A lightweight IoT intrusion detection model based on improved BERT-of-Theseus

Z Wang, J Li, S Yang, X Luo, D Li… - Expert Systems with …, 2024 - Elsevier
The proliferation of Internet of Things (IoT) technology has resulted in an increase in security
vulnerabilities associated with the interconnectivity of IoT devices. As a result, there is a …

[HTML][HTML] A review on recent approaches of machine learning, deep learning, and explainable artificial intelligence in intrusion detection systems

SB Mallampati, S Hari - Majlesi Journal of Electrical Engineering, 2023 - journals.iau.ir
In recent decades, network security has become increasingly crucial, and intrusion detection
systems play a critical role in securing it. An intrusion Detection System (IDS) is a …

DI‐ADS: A Deep Intelligent Distributed Denial of Service Attack Detection Scheme for Fog‐Based IoT Applications

SPK Gudla, SK Bhoi, SR Nayak… - … Problems in Engineering, 2022 - Wiley Online Library
Nowadays, fog computing plays a very vital role in providing many services to end‐based
IoT (Internet of Things) systems. The end IoT devices communicate with the middle layer fog …

Toward Enhanced Attack Detection and Explanation in Intrusion Detection System-Based IoT Environment Data

RW Wardhani, DSC Putranto, U Jo, H Kim - IEEE Access, 2023 - ieeexplore.ieee.org
Securing the Internet of Things (IoT) against cyber threats is a formidable challenge, and
Intrusion Detection Systems (IDS) play a critical role in this effort. However, the lack of …

Development and Validation of a Cyber-Physical System Leveraging EFDPN for Enhanced WSN-IoT Network Security

S Krishnasamy, MB Alotaibi, LI Alehaideb, Q Abbas - Sensors, 2023 - mdpi.com
In the current digital era, Wireless Sensor Networks (WSNs) and the Internet of Things (IoT)
are evolving, transforming human experiences by creating an interconnected environment …

Optimization of predictive performance of intrusion detection system using hybrid ensemble model for secure systems

Q Abbas, S Hina, H Sajjad, KS Zaidi, R Akbar - PeerJ Computer Science, 2023 - peerj.com
Network intrusion is one of the main threats to organizational networks and systems. Its
timely detection is a profound challenge for the security of networks and systems. The …