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...

Full description

Bibliographic Details

Published in:	Sensors (Basel, Switzerland) Vol. 17; no. 9; p. 1967
Main Authors:	Lopez-Martin, Manuel, Carro, Belen, Sanchez-Esguevillas, Antonio, Lloret, Jaime
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 26.08.2017 MDPI
Subjects:	conditional variational autoencoder feature recovery Internet of Things intrusion detection Intrusion detection systems neural networks variational methods variational methods conditional variational autoencoder feature recovery intrusion detection neural networks
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!