Malicious traffic prediction model for ResNet based on Maple-IDS dataset.

In light of the increasing threat posed by cyberattacks, it is imperative for organizations to accurately identify malicious network traffic. However, the imbalance among various attack categories diminishes the accuracy of model predictions. To address this issue, we propose the Maple-IDS dataset a...

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Bibliographic Details
Main Authors: Qingfeng Li, Boyu Wang, Xueyan Wen, Yuao Chen
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2025-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0322000
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