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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

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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 2023-10

Machine learning to combat cyberattack: a survey of datasets and challenges

Arvind Prasad, Shalini Chandra

The Journal of Defense Modeling and Simulation: Applications,Methodology,Technology

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Research article

First published 2026-2

Toward a New Approach for Internet of Things (IoT) Intrusion Detection Based on Feature Selection and Tabular Generative Adversarial Network

Mohammed Chemmakha, Omar Habibi, Mohamed Lazaar

Intelligenza Artificiale

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Research article

First published 2025-11

Network intrusion detection based on a generalized correlation function

Spiros Chountasis, Dimitrios Pappas, Dimitris Sklavounos

Journal of Computer Security

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Research article

First published 2017-3-29

A multiclass cascade of artificial neural network for network intrusion detection

Mirza M. Baig, Mian M. Awais, El-Sayed M. El-Alfy

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

Open access

Research article

First published 2023-07-02

HSDL-based intelligent threat detection framework for IoT network

D. Santhadevi, B. Janet

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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Research article

First published 2025-02-28

SGAN-RL: Fusion classification method for network intrusion detection based on data augmentation

Lining Li, Shuai Liu, Rong Ren [...]

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

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Research article

First published 2024-03-05

A novel data-driven integrated detection method for network intrusion classification based on multi-feature imbalanced data

Chia-Hung Wang, Qing Ye, Jiongbiao Cai [...]

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

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