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Open Access

Peer-reviewed

Research Article

Research on data imbalance in intrusion detection using CGAN

Guangyu Zhao,

Roles Software, Validation, Writing – original draft

Affiliation School of Electronic Information Engineering, Changchun University of Science and Technology, Changchun, China
⨯
Peng Liu ,

Roles Data curation, Formal analysis, Visualization

* E-mail: animal20221024@126.com

Affiliation School of Electronic Information Engineering, Changchun University of Science and Technology, Changchun, China
⨯
Ke Sun,

Roles Data curation, Supervision

Affiliation North Navigation Control Technology CO., LTD, Beijing, China
⨯
Yang Yang,

Roles Data curation, Formal analysis, Project administration, Validation, Writing – review & editing

Affiliation School of Electronic Information Engineering, Changchun University of Science and Technology, Changchun, China
⨯
Tianyu Lan,

Roles Formal analysis, Investigation, Validation

Affiliation School of Electronic Information Engineering, Changchun University of Science and Technology, Changchun, China
⨯
Han Yang

Roles Conceptualization, Formal analysis, Investigation, Supervision

Affiliation Beijing Engineering Research Center of Emergency Survival Security, Beijing, China

https://orcid.org/0009-0006-8240-2135

⨯

Research on data imbalance in intrusion detection using CGAN

Guangyu Zhao,
Peng Liu,
Ke Sun,
Yang Yang,
Tianyu Lan,
Han Yang

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Published: October 10, 2023
https://doi.org/10.1371/journal.pone.0291750

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