The ADBPSO-LightGBM internal threat detection framework based on hybrid data balancing

The ADBPSO-LightGBM internal threat detection framework based on hybrid data balancing

The misuse of privileges by users can lead to significant reputational and financial losses for enterprises. To reduce the risk of information leakage, it is crucial to detect and analyze abnormal behaviours of internal employees. Firstly, based on the characteristics of internal employee behaviour,...

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Bibliographic Details
Main Authors: Jin-Jie Zheng, Xiu Kan, Jian-Zhen Wu, Zhen Zhang, Xiu-Yu Gao
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Systems Science & Control Engineering
Subjects:
Internal threat
feature selection
data balancing
high-dimensional clustering
particle swarm algorithm
threat detection
Online Access:https://www.tandfonline.com/doi/10.1080/21642583.2025.2498913
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https://www.tandfonline.com/doi/10.1080/21642583.2025.2498913

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