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用子搜索算法对贝叶斯机器学习进行建模,用于在IIoT环境中检测网络攻击

Faten Khalid Karim1, José Varela-Aldás2, Mohamad Khairi Ishak3

  • 1Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, 11671, Riyadh, Saudi Arabia.

Scientific reports
|November 26, 2024
PubMed
概括

本研究介绍了一种新的贝叶斯式机器学习与Sparrow搜索算法用于网络攻击检测 (BMLSSA-CAD) 技术,以提高工业物联网 (IIoT) 的安全性. BMLSSA-CAD方法有效地检测网络攻击,在基准数据集上实现高精度.

关键词:
贝叶斯的机器学习是贝叶斯的机器学习.驼式优化算法的优化算法网络攻击检测和检测工业物联网的工业物联网.斯帕罗搜索算法 (Sparrow search algorithm) 是一个非常简单的搜索算法.

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