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Malicious URL Detection Model Based on Bidirectional Gated Recurrent Unit and Attention Mechanism

With the rapid development of Internet technology, numerous malicious URLs have appeared, which bring a large number of security risks. Efficient detection of malicious URLs has become one of the keys for defense against cyber attacks. Deep learning methods bring new developments to the identificati...

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Principais autores: Tiefeng Wu, Miao Wang, Yunfang Xi, Zhichao Zhao
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2022-12-01
סדרה:Applied Sciences
נושאים:
attention mechanism
bidirectional gated recurrent unit
dropout mechanism
malicious URL detection
גישה מקוונת:https://www.mdpi.com/2076-3417/12/23/12367
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