MCGAN: Modified Conditional Generative Adversarial Network (MCGAN) for Class Imbalance Problems in Network Intrusion Detection System

With developing technologies, network security is critical, predominantly active, and distributed ad hoc in networks. An intrusion detection system (IDS) plays a vital role in cyber security in detecting malicious activities in network traffic. However, class imbalance has triggered a challenging is...

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Detalles Bibliográficos

Principais autores:	Kunda Suresh Babu, Yamarthi Narasimha Rao
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2023-02-01
Series:	Applied Sciences
Assuntos:	intrusion detection system deep convolution generative adversarial network class imbalance problem NSL-KDD dataset accuracy
Acceso en liña:	https://www.mdpi.com/2076-3417/13/4/2576
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