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Updated: Feb 14, 2026

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使用MHSA-LSTM机器学习进行早期勒索软件检测的智能传感框架

Abdullah Alqahtani1,2, Mordecai Opoku Ohemeng3, Frederick T Sheldon3

  • 1Department of Computer Science, Najran University, Najran 61441, Saudi Arabia.

Sensors (Basel, Switzerland)
|February 13, 2026
PubMed
概括

一个新的智能传感框架 (ISF) 使用了一种新的多头自我注意长期短期记忆 (MHSA-LSTM) 模型来早期检测勒索软件. 这种先进的系统显著减少了假阳性,改善了网络安全防御.

关键词:
长时间短期记忆 (LSTM)多头自我注意力 (MHSA)行为分析行为分析.网络安全 网络安全创新的传感技术技术.智能感知 智能感知 智能感知勒索软件是一种勒索软件.

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