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

As the primary link in cybersecurity, the intrusion detection system (IDS) is of indispensable importance. Many studies have proposed sophisticated artificial intelligence (AI) models to detect intrusion behavior from a large amount of data, yet they have ignored the fact that poor data quality has...

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Bibliographic Details
Published in:PLoS ONE
Main Authors: Hui-Juan Zhang, Kai Yang, Peng Ran, Shen He, Jia Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Online Access:https://doi.org/10.1371/journal.pone.0334157