![]() ![]() Some studies have indicated that deep neural networks are sensitive in detecting adversarial attacks. Recently, Deep Learning has become a powerful technique applied in cybersecurity, and many Network Intrusion Detection (NIDS) have been proposed in recent researches. ![]() However, the centralized control logic can be an ideal target for malicious attacks, mainly Distributed Denial of Service (DDoS) attacks. SDN provides resources for improving network control and management by separating control and data plane, and the logical control is centralized in a controller. Over the last few years, Software Defined Networking (SDN) paradigm has become an emerging architecture to design future networks and to meet new application demands.
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