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A novel feature engineering method for network anomaly detection

delete2025-08-20
delete0
PRE
AI
S
Shaojie Han
F
Feiyu Li
X
Xueqiang Han
S
Shihui Zhang *
DOI：10.1016/j.compeleceng.2025.110627delete
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摘要

摘要

En 中文
• 提出一种名为THA-RNCT的网络异常检测特征工程方法。 • 设计一种双向混合分析策略，用于分析和按重要性排序特征。 • 设计一种基于区域的噪声拼接变换模块以提升性能。
Keyword:
THA-RNCT
feature engineering
network anomaly detection
hybrid analysis strategy
noisy concatenation transformation

期刊

C
Computers and Electrical Engineering
IF:
4.9
论文数:
6.7K
被引数:
1.3W

机构

Y
Yanshan University
学者数:
1.7W
论文数: 1.1W
被引数: 1.3W
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