Academic Journal
Network Security Monitoring Method Based on Deep Learning
| العنوان: | Network Security Monitoring Method Based on Deep Learning |
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| المؤلفون: | Yu, Tianxi, Yin, Xiaoyao, Yao, Menglin, Liu, Tong |
| المصدر: | Journal of Physics: Conference Series ; volume 1955, issue 1, page 012040 ; ISSN 1742-6588 1742-6596 |
| بيانات النشر: | IOP Publishing |
| سنة النشر: | 2021 |
| الوصف: | Absrtact With the rise and rapid development of mobile communication, big data and artificial intelligence technology, we are entering the era of mobile Internet. With the continuous intellectualization of network security and infrastructure, information technology has been widely used in the field of industrial control, making network security more and more open, which brings a new network security control system to the traditional relatively closed industrial control system. This paper mainly introduces the network security monitoring method based on deep learning. In this paper, the network security monitoring method based on deep learning is studied, and the network security monitoring planning is designed by using image analysis, and the feasibility of detection model and deep learning is analyzed reasonably. A network security monitoring method based on deep learning is designed. Through data collection, feature extraction and neural network model training of network security power consumption information, non-invasive network security monitoring is realized. This method can detect network security information attacks that cannot be found at the network level, and improve the security performance of network security. The experimental results show that the network security monitoring method for deep learning increases the network security efficiency by 24%. The limitations of the research on network security monitoring method for deep learning and the methods and paths to provide good network security monitoring planning for image analysis application are analyzed, discussed and summarized, so as to enrich the academic research results. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | unknown |
| DOI: | 10.1088/1742-6596/1955/1/012040 |
| DOI: | 10.1088/1742-6596/1955/1/012040/pdf |
| الاتاحة: | http://dx.doi.org/10.1088/1742-6596/1955/1/012040 https://iopscience.iop.org/article/10.1088/1742-6596/1955/1/012040 https://iopscience.iop.org/article/10.1088/1742-6596/1955/1/012040/pdf |
| Rights: | http://creativecommons.org/licenses/by/3.0/ ; https://iopscience.iop.org/info/page/text-and-data-mining |
| رقم الانضمام: | edsbas.21BA76E0 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1088/1742-6596/1955/1/012040 |
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