Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

The purpose of a Network Intrusion Detection System is to detect intrusive, malicious activities or policy violations in a host or host’s network. In current networks, such systems are becoming more important as the number and variety of attacks increase along with the volume and sensitiveness of th...

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Bibliographic Details

Main Authors:	Manuel Lopez-Martin, Belen Carro, Antonio Sanchez-Esguevillas, Jaime Lloret
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2017-08-01
Series:	Sensors
Subjects:	intrusion detection variational methods conditional variational autoencoder feature recovery neural networks
Online Access:	https://www.mdpi.com/1424-8220/17/9/1967
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