A Framework for DDoS Attack Detection Using Hyperparameter Optimization, WGAN-GP–Based Data Augmentation, Feature Extraction via Genetic Algorithms, RFE, and PCA, with Individual and Ensemble Classifiers for Multi-Dataset Evaluation.
ddos random-forest genetic-algorithm feature-selection gan hyperparameter-optimization pca ddos-detection data-augmentation stacking wgan-gp rfe drdos cicids2017 cicddos2019 dataset-conversion multi-dataset dataset-compatibility
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Updated
Dec 30, 2025 - Python