Network Intrusion Detection Based on PSO-Xgboost Model

Network Intrusion Detection Based on PSO-Xgboost Model

Network intrusion detection system (NIDS) is a commonly used tool to detect attacks and protect networks, while one of its general limitations is the false positive issue. On the basis of our comparative experiments and analysis for the characteristics of the particle swarm optimization (PSO) and Xg...

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Bibliographic Details
Main Authors: Hui Jiang, Zheng He, Gang Ye, Huyin Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Intrusion detection
PSO-Xgboost
ensemble learning
particle swarm optimization
Online Access:https://ieeexplore.ieee.org/document/9044370/

Internet

https://ieeexplore.ieee.org/document/9044370/

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