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HSF: A Hybrid SVM-RF Machine Learning Framework for Dual-Plane DDoS Detection and Mitigation in Software-Defined Networks

Software-defined networking (SDN) has revolutionized network management by centralizing control through software, thereby enabling dynamic traffic adjustments that are independent of the data plane. However, this innovation introduces significant security vulnerabilities because the existing solutio...

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Kaydedildi:
Asıl Yazarlar: Abdinasir Hirsi, Lukman Audah, Mohammed A. Alhartomi, Adeb Salh, Godwin Okon Ansa, Mustafa Maad Hamdi, Diani Galih Saputri, Salman Ahmed, Abdullahi Farah
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: IEEE 2025-01-01
Seri Bilgileri:IEEE Access
Konular:
DDoS attack
machine learning
network security
random forest
SDN security
support vector machine
Online Erişim:https://ieeexplore.ieee.org/document/11053758/
Etiketler: Etiketle
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