Security situation awareness algorithm of network information transmission based on intelligent computing

Jun Wang; XiaoLin Jiang; Jia Zhu

doi:10.1117/12.2671502

29 March 2023 Security situation awareness algorithm of network information transmission based on intelligent computing

Jun Wang, XiaoLin Jiang, Jia Zhu

Proceedings Volume 12594, Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022); 125942A (2023) https://doi.org/10.1117/12.2671502
Event: Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022), 2022, Xi'an, China

Abstract

Through data mining with different network security technologies, we analyze the security situation curve, grasp the dynamic changes of the network security situation, and make reasonable predictions of the security situation. In order to solve the shortcomings of existing research on network information transmission security situation awareness, this paper discusses the selection of situation assessment indicators, experimental environment and data sources based on the discussion of network information transmission situation awareness, Bayesian network reasoning, and LSTM neural network algorithm, and it discusses the design of situation awareness assessment model of network information transmission security based on Bayesian network algorithm and LSTM neural network algorithm prediction model. Finally, the two algorithms proposed in this paper are compared with other algorithms. It can be seen from the data results that the thinking accuracy, detection rate and recall rate of Yates network algorithm and LSTM neural network algorithm are more than 99%. Therefore, it is verified that the network information transmission security situation awareness algorithm based on intelligent computing has a certain use value.

Citation Download Citation

Jun Wang, XiaoLin Jiang, and Jia Zhu "Security situation awareness algorithm of network information transmission based on intelligent computing", Proc. SPIE 12594, Second International Conference on Electronic Information Engineering and Computer Communication (EIECC 2022), 125942A (29 March 2023); https://doi.org/10.1117/12.2671502

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