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Z. A. Maher

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Open access Aug 2026

A PSO-Optimized gradient boosting framework for flow-based DDoS detection in software-defined networks

Overall, the findings indicate that PSO-enhanced ensemble learning provides an effective and computationally efficient approach for improving DDoS detection in SDN environments, offering a practical balance between accuracy, robustness, and deployment feasibility.

I. A. Mahar, Libing Wu, G. A. Rahu et al. · 0 citations

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