Research on Information Security Situation Awareness System Based on Big Data and Artificial Intelligence Technology

摘要

In order to solve the problem that it is difficult for current information security awareness system to accurately detect massive data security in time, the information security situation awareness system is optimized based on the background of big data network environment and artificial intelligence technology. According to the operation process and framework of the information security situation awareness system, the hardware configuration of the system is optimized and the synchronous operation mechanism of artificial intelligence multi-data security awareness is standardized. At the same time, the information security situation inference algorithm is improved based on the data support vector algorithm. By extracting the universal security features of the data source and setting the information security situation awareness standard parameters according to the extracted results, the system software structure is designed in combination with the information security situation awareness standard parameters, and the steps of comparison and repair based on the security feature parameters are added to the information security situation awareness process. Finally, the optimal design of the information security situation awareness system was completed. Experiments show that the information security situation awareness system based on big data and artificial intelligence technology has significantly improved the operation efficiency and accuracy compared with the traditional system, and can effectively fulfill the security detection requirements for massive data.