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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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Abstract

Abstract

En 中文
• Propose a feature engineering method called THA-RNCT for network anomaly detection. • Design a two-way hybrid analysis strategy to analyze and rank features by importance. • Design a region-based noisy concatenation transformation module to boost performance.
Keywords:
THA-RNCT
feature engineering
network anomaly detection
hybrid analysis strategy
noisy concatenation transformation

Journal

C
Computers and Electrical Engineering
IF:
4.9
Papers:
6.7K
Citations:
1.3W

Organization

Y
Yanshan University
Scholars:
1.7W
Papers: 1.1W
Citations: 1.3W