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Research article

First published 2022-07-21

Generating a benchmark cyber multi-step attacks dataset for intrusion detection

Mohammad Almseidin, Jamil Al-Sawwa, Mouhammd Alkasassbeh

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2022-02-02

A comparative simulation of normalization methods for machine learning-based intrusion detection systems using KDD Cup’99 dataset

Satish Kumar, Sunanda Gupta, Sakshi Arora

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2023-12-02

Intrusion detection using enhanced genetic sine swarm algorithm based deep meta-heuristic ANN classifier on UNSW-NB15 and NSL-KDD dataset

Abhilash Kayyidavazhiyil

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2021-10

Toward lightweight intrusion detection systems using the optimal and efficient feature pairs of the Bot-IoT 2018 dataset

Erman Özer, Murat İskefiyeli, Jahongir Azimjonov

International Journal of Distributed Sensor Networks

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Research article

First published 2024-11

Identifying relevant features of CSE-CIC-IDS2018 dataset for the development of an intrusion detection system

László Göcs, Zsolt Csaba Johanyák

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2021-8

Study of Multi-Class Classification Algorithms’ Performance on Highly Imbalanced Network Intrusion Datasets

Viktoras Bulavas, Virginijus Marcinkevičius, Jacek Rumiński

Informatica: An International Journal of Computing and Informatics

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Research article

First published 2026-2

A novel industrial wireless sensor networks dataset based on low-energy adaptive clustering hierarchy (LEACH) protocol for detecting blackhole and sinkhole attacks using a lightweight machine learning based intrusion detection system

Mohammed Al-Hubaishi, Georg Thamer Francis

Journal of High Speed Networks

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Research article

First published 2025-3

Long short-term memory-based intrusion detection system using hybrid grid search and sequential chimp optimization algorithm-based hyperparameter tuning

Najah Kalifah Almazmomi

Intelligent Decision Technologies

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Research article

First published 2025-12

RETRACTED: Enhancing the feature selection by employing improved optimization with Simulated Annealing Algorithm for dimensionality reduction in intrusion detection dataset

A. Arulmurugan, G. Jose Moses, Ongole Gandhi [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-7

Improved deep learning intrusion detection model based on GAN data enhancement

Li Shuangyuan, Li Qichang, Li Mengfan [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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