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评估大型变压器模型用于对资源有限的物联网设备的异常检测,用于入侵检测系统

Ahmad Almadhor1, Shtwai Alsubai2, Natalia Kryvinska3

  • 1Department of Computer Engineering and Networks, College of Computer and Information Sciences, Jouf University, 72388, Sakaka, Saudi Arabia.

Scientific reports
|October 31, 2025
PubMed
概括

大型变压器模型 (LTM) 增强了物联网 (IoT) 安全的入侵检测系统 (IDS). 本研究使用像BERT这样的变压器模型来实时检测物联网攻击,显示有效的学习和概括能力.

关键词:
异常检测检测异常检测深度学习 (Deep Learning) 是一种深度学习.入侵检测检测入侵检测物联网环境物联网环境物联网环境大型变压器模型资源有限的设备 设备

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