Detection of attacks on software defined networks using machine learning techniques and imbalanced data handling methods
Heba A. Hassan,
Ezz El‐Din Hemdan,
Walid El‐Shafai
et al.
Abstract:Software‐defined networks (SDNs) have gained popularity in recent years as a solution for the fundamental issues that affect traditional dispersed networks. The primary advantage of SDNs is the decoupling of the control plane from the data plane, which increases the flexibility of the network. The SDN represents a network architecture of the next generation, however, its configuration options are centralized, leaving it open for cyber‐attacks. This paper concentrates on the early identification of attacks in a… Show more
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