Application of GA-WELM Model Based on Stratified Cross-Validation in Intrusion Detection

Aiming at the problem of poor detection performance under the environment of imbalanced type distribution, an intrusion detection model of genetic algorithm to optimize weighted extreme learning machine based on stratified cross-validation (SCV-GA-WELM) is proposed. In order to solve the problem of...

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Bibliographic Details
Main Authors: Chen Chen, Xiangke Guo, Wei Zhang, Yanzhao Zhao, Biao Wang, Biao Ma, Dan Wei
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/15/9/1719