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使用BO-LightGBM方法对基于GNSS的列车定位进行伪造攻击识别

Jiaqi Bi1, Jiang Liu1,2, Baigen Cai1

  • 1School of Automation and Intelligence, Beijing Jiaotong University, Beijing, China.

Science progress
|October 1, 2024
PubMed
概括

本研究引入了一种用于检测全球导航卫星系统 (GNSS) 在火车定位系统 (TPS) 中的伪造攻击的新方法. 开发的贝叶斯优化-LightGBM模型有效地识别了伪造,提高了火车的安全性和运营完整性.

关键词:
铁路 铁路 铁路 铁路 铁路 铁路机器学习是机器学习.识别模型的识别模型.伪造攻击攻击的攻击.列车定位系统列车定位系统

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