Network intrusion detection based on improved KNN algorithm

Abstract In recent years, network attacks have occurred frequently, and Trojan horses, worms, and ransomware have emerged endlessly on the Internet. This poses a serious threat to cyber security and even national security. Therefore, a new three-branch decision soft increment K-nearest neighbor algo...

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Bibliographic Details
Main Authors: Hongsheng Bao, Jie Gao
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-14199-2
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