A deep and systematic review of the intrusion detection systems in the fog environment

L Yi, M Yin, M Darbandi - Transactions on Emerging …, 2023 - Wiley Online Library
… systems have been developed as a feasible tool for detecting and preventing harmful …
intrusion detection system approaches in a fog environment. By categorizing intrusion detection

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
… Security is one of the biggest challenges to ensuring an optimal IoT and Fog environment. …
the context of intrusion detection and prevention in environments based on fog computing and …

[HTML][HTML] A survey on intrusion detection systems for fog and cloud computing

V Chang, L Golightly, P Modesti, QA Xu, LMT Doan… - Future Internet, 2022 - mdpi.com
environments; Reviewing detailed studies addressing fog computing and intrusion detection
… which can affect fog computing environments and intrusion detection technology, with a …

Intrusion detection system based on decision tree over big data in fog environment

K Peng, VCM Leung, L Zheng, S Wang… - Wireless …, 2018 - Wiley Online Library
Intrusion detection system (IDS) is a proactive security protection technology and can be used
in the fog environment. … system can be used in fog computing environment over big data. …

Hybrid approach to intrusion detection in fog-based IoT environments

CA De Souza, CB Westphall, RB Machado… - Computer Networks, 2020 - Elsevier
… in this environment. Also, the existing anomaly-based methods for … detection do not present
acceptable accuracy. We present an intrusion detection architecture that operates in the fog

Intrusion detection for cyber–physical systems using generative adversarial networks in fog environment

PF de Araujo-Filho, G Kaddoum… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
… In this article, we propose FID-GAN, a novel fog-based, unsupervised intrusion detection
the attack detection score used to distinguish intrusions, and present the fog architecture …

Deep-IFS: Intrusion detection approach for industrial internet of things traffic in fog environment

M Abdel-Basset, V Chang, H Hawash… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… the fog layer is used to deploy the intelligent security technique since it contains several fog
… a novel distributed DL framework to detect IIoT intrusions in FC environment. To summarize, …

Securing fog-to-things environment using intrusion detection system based on ensemble learning

P Illy, G Kaddoum, CM Moreira… - 2019 IEEE wireless …, 2019 - ieeexplore.ieee.org
… The novelty of this paper is to use the most realistic dataset available for intrusion detection
… of the detection. Furthermore, a deployment architecture in a fog-to-things environment that …

Intrusion detection based on autoencoder and isolation forest in fog computing

K Sadaf, J Sultana - IEEE Access, 2020 - ieeexplore.ieee.org
… In our research work, we have proposed an intrusion detection system for the Fog environment
as this is crucial for network security to identify malicious traffic. In this section, we present …

[PDF][PDF] A Hybrid Deep Learning Intrusion Detection Model for Fog Computing Environment.

K Kalaivani, M Chinnadurai - Intelligent Automation & Soft …, 2021 - cdn.techscience.cn
… Historically, network intrusion detection was performed by … of intrusion detection in fog
computing environments, this paper proposes an integrated CNN with LSTM-based intrusion