Analysis of Autoencoders for Network Intrusion Detection

As network attacks are constantly and dramatically evolving, demonstrating new patterns, intelligent Network Intrusion Detection Systems (NIDS), using deep-learning techniques, have been actively studied to tackle these problems. Recently, various autoencoders have been used for NIDS in order to acc...

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Bibliographic Details
Main Authors: Youngrok Song, Sangwon Hyun, Yun-Gyung Cheong
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
IDS
Online Access:https://www.mdpi.com/1424-8220/21/13/4294