Early Detection of Abnormal Attacks in Software-Defined Networking Using Machine Learning Approaches

Early Detection of Abnormal Attacks in Software-Defined Networking Using Machine Learning Approaches

Recent developments have made software-defined networking (SDN) a popular technology for solving the inherent problems of conventional distributed networks. The key benefit of SDN is the decoupling between the control plane and the data plane, which makes the network more flexible and easier to mana...

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Bibliographic Details
Main Authors: Hsiu-Min Chuang, Fanpyn Liu, Chung-Hsien Tsai
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Symmetry
Subjects:
machine learning
multiclass classification
SDN
abnormal detection
imbalance dataset
Online Access:https://www.mdpi.com/2073-8994/14/6/1178

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