I2DS: Interpretable Intrusion Detection System Using Autoencoder and Additive Tree

Intrusion detection system (IDS), the second security gate behind the firewall, can monitor the network without affecting the network performance and ensure the system security from the internal maximum. Many researches have applied traditional machine learning models, deep learning models, or hybri...

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Bibliographic Details
Main Authors: Wenfeng Xu, Yongxian Fan, Changyong Li
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2021/5564354