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Open Access

Peer-reviewed

Research Article

Reliable evaluation for the AI-enabled intrusion detection system from data perspective

Hui-Juan Zhang ,

Roles Investigation, Methodology, Validation, Writing – original draft

* E-mail: zhanghjyusheng@163.com

Affiliation Research Institute of Safety Technology, Research Institute of China Mobile, Beijing, China

https://orcid.org/0000-0002-9279-9109

⨯
Kai Yang,

Roles Conceptualization, Data curation, Funding acquisition, Writing – review & editing

Affiliation Research Institute of Safety Technology, Research Institute of China Mobile, Beijing, China
⨯
Peng Ran,

Roles Methodology, Project administration, Writing – review & editing

Affiliation Research Institute of Safety Technology, Research Institute of China Mobile, Beijing, China
⨯
Shen He,

Roles Supervision, Validation, Writing – review & editing

Affiliation Research Institute of Safety Technology, Research Institute of China Mobile, Beijing, China
⨯
Jia Chen

Roles Visualization, Writing – review & editing

Affiliation Research Institute of Safety Technology, Research Institute of China Mobile, Beijing, China
⨯

Reliable evaluation for the AI-enabled intrusion detection system from data perspective

Hui-Juan Zhang,
Kai Yang,
Peng Ran,
Shen He,
Jia Chen

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Published: October 31, 2025
https://doi.org/10.1371/journal.pone.0334157

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