Using a Long Short-Term Memory Recurrent Neural Network (LSTM-RNN) to Classify Network Attacks

Using a Long Short-Term Memory Recurrent Neural Network (LSTM-RNN) to Classify Network Attacks

An intrusion detection system (IDS) identifies whether the network traffic behavior is normal or abnormal or identifies the attack types. Recently, deep learning has emerged as a successful approach in IDSs, having a high accuracy rate with its distinctive learning mechanism<b>. </b>In t...

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Bibliographic Details
Main Authors: Pramita Sree Muhuri, Prosenjit Chatterjee, Xiaohong Yuan, Kaushik Roy, Albert Esterline
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Information
Subjects:
intrusion detection system
long short-term memory
recurrent neural network
genetic algorithm
Online Access:https://www.mdpi.com/2078-2489/11/5/243

Internet

https://www.mdpi.com/2078-2489/11/5/243

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