Industrial Internet security situation prediction method based on DE-GWO-SVR

The invention relates to an industrial Internet security situation prediction method based on DE-GWO-SVR, and belongs to the technical field of industrial Internet security, and the method comprises the steps: S1, collecting industrial Internet security data information and security asset informatio...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: SHENG SHUNLI, HAN KAIMIN, HU XIANGDONG, LYU GAOFEI, BAI YIN, SHI QIANLEI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to an industrial Internet security situation prediction method based on DE-GWO-SVR, and belongs to the technical field of industrial Internet security, and the method comprises the steps: S1, collecting industrial Internet security data information and security asset information, carrying out the preprocessing, and building an industrial Internet security database; S2, processing the security data in the database to obtain an industrial Internet security situation value data set; S3, constructing a training sample data set and a test sample data set from data in the industrial Internet security situation value data set by adopting a sliding window method; S4, constructing an industrial Internet security situation prediction model based on DE-GWO-SVR to predict a future security situation; S5, checking the security situation prediction model, and if the requirements are not met, returning to the step S4 until the prediction result meets the requirements. Accordingto the invention, the ind