CTSF: An Intrusion Detection Framework for Industrial Internet Based on Enhanced Feature Extraction and Decision Optimization Approach

CTSF: An Intrusion Detection Framework for Industrial Internet Based on Enhanced Feature Extraction and Decision Optimization Approach

The traditional Transformer model primarily employs a self-attention mechanism to capture global feature relationships, potentially overlooking local relationships within sequences and thus affecting the modeling capability of local features. For Support Vector Machine (SVM), it often requires the j...

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Bibliographic Details
Main Authors: Guangzhao Chai, Shiming Li, Yu Yang, Guohui Zhou, Yuhe Wang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Sensors
Subjects:
Industrial Internet
intrusion detection
convolutional neural network
Transformer
Support Vector Machines
Online Access:https://www.mdpi.com/1424-8220/23/21/8793

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