CBF-IDS: Addressing Class Imbalance Using CNN-BiLSTM with Focal Loss in Network Intrusion Detection System

The importance of network security has become increasingly prominent due to the rapid development of network technology. Network intrusion detection systems (NIDSs) play a crucial role in safeguarding networks from malicious attacks and intrusions. However, the issue of class imbalance in the datase...

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書目詳細資料

Principais autores:	Haonan Peng, Chunming Wu, Yanfeng Xiao
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2023-10-01
叢編:	Applied Sciences
主題:	intrusion detection system class imbalance convolutional neural network bidirectional long short-term memory focal loss
在線閱讀:	https://www.mdpi.com/2076-3417/13/21/11629
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