Enhanced APT detection with the improved KAN algorithm: capturing interdependencies for better accuracy

Abstract In real-world network environments, advanced persistent threats (APTs) are characterized by their complexity and persistence. Existing APT detection methods often struggle to comprehensively capture the complex and dynamic network relationships and covert attack patterns involved in the att...

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Bibliographic Details
Main Authors: Weiwu Ren, Hewen Zhang, Yu Hong, Zhiwei Wang
Format: Article
Language:English
Published: Springer 2025-05-01
Series:Complex & Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1007/s40747-025-01898-6
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