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- W4310580058 abstract "With the continuous development of information technology, industrial control systems have become an importantpart of the national information infrastructure, and the network security risks are further complicated. It’s imperative to use new technologies and methods to detect and defend against attacks.This paper constructs the LightBGM-SVM model, tests it combined with the experimental data of industrial control system, and compares the differences of three common intrusion detection models in detection rate, false alarm rate and response time.The verificationresults show that the LightBGMSVM model is significantly better than the other two models in the test set verification. The application of this model to the intrusion detection of industrial control system has better accuracy, and further defines the optimization direction of intrusion detection for more complex industrial control system." @default.
- W4310580058 created "2022-12-12" @default.
- W4310580058 creator A5049523085 @default.
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- W4310580058 date "2022-12-02" @default.
- W4310580058 modified "2023-09-27" @default.
- W4310580058 title "Research on intrusion detection method of industrial control system based on LightGBM-SVM" @default.
- W4310580058 cites W2752006512 @default.
- W4310580058 doi "https://doi.org/10.1117/12.2640897" @default.
- W4310580058 hasPublicationYear "2022" @default.
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