Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO
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- Xin Zhang & Dexuan Zou & Xin Shen, 2018. "A Novel Simple Particle Swarm Optimization Algorithm for Global Optimization," Mathematics, MDPI, vol. 6(12), pages 1-34, November.
- Xuejian Zhao & Huiying Su & Zhixin Sun, 2022. "An Intrusion Detection System Based on Genetic Algorithm for Software-Defined Networks," Mathematics, MDPI, vol. 10(21), pages 1-15, October.
- Iftikhar Ahmad & Qazi Emad Ul Haq & Muhammad Imran & Madini O. Alassafi & Rayed A. AlGhamdi, 2022. "An Efficient Network Intrusion Detection and Classification System," Mathematics, MDPI, vol. 10(3), pages 1-15, February.
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- Dusmurod Kilichev & Dilmurod Turimov & Wooseong Kim, 2024. "Next–Generation Intrusion Detection for IoT EVCS: Integrating CNN, LSTM, and GRU Models," Mathematics, MDPI, vol. 12(4), pages 1-26, February.
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Keywords
intrusion-detection system; NIDS; convolutional neural network; 1D-CNN; hyperparameter optimization; genetic algorithm; GA; particle swarm optimization; PSO;All these keywords.
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