An Intrusion Detection System Based on a Simplified Residual Network

Residual networks (ResNets) are prone to over-fitting for low-dimensional and small-scale datasets. And the existing intrusion detection systems (IDSs) fail to provide better performance, especially for remote-to-local (R2L) and user-to-root (U2R) attacks. To overcome these problems, a simplified re...

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Bibliographic Details
Main Authors: Yuelei Xiao, Xing Xiao
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/10/11/356