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STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means.
Zhiqiang Zhang
Le Wang
Guangyao Chen
Zhaoquan Gu
Zhihong Tian
Xiaojiang Du
Mohsen Guizani
Published in:
Simul. Model. Pract. Theory (2022)
Keyphrases
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intrusion detection
probabilistic model
network traffic
k means
clustering algorithm
data processing
anomaly detection
lightweight
network security
information systems
feature selection
reinforcement learning
pairwise
classification accuracy
network intrusion detection