Big data analysis method applied to field of information security

Abstract

The invention discloses a big data analysis method applied to the field of information security, and belongs to the technical field of information security. The big data analysis method comprises thefollowing steps: S1, establishing a network security database; S2, analyzing network data; S3, carrying out safety management of the data; S4, constructing a safety early warning; and S5, performing alarm processing. The big data analysis method detects whether a security threat occurs in network data analysis by establishing a big data analysis model, wherein the big data analysis model is used for preprocessing acquired data, reorganizing the original data and forming a basic data relation graph through feature extraction and data fusion modes, constructing an attack tree model through the data relation graph so as to speculate the attack behavior of the next step, combining the data statistical characteristics in the attack, designing the data analysis process, method and rule, and deeply mining the preprocessed data by applying the real-time analysis and offline analysis modes, so that the hidden danger information in the data can be detected more quickly, and the security detection efficiency is improved.

Description

technical field [0001] The invention relates to the technical field of information security, in particular to a big data analysis method applied in the field of information security. Background technique [0002] As a resource, information is of special significance to human beings due to its universality, sharing, value-added, processability and multi-utility. The essence of information security is to protect information resources in information systems or information networks from various types of threats, interference and destruction, that is, to ensure the security of information. According to the definition of the International Organization for Standardization, the meaning of information security mainly refers to the integrity, availability, confidentiality and reliability of information. Information security is an issue that any country, government, department, or industry must attach great importance to, and it is a national security strategy that cannot be ignored. ...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a big data analysis method applied in the field of information security in order to solve the above-mentioned problems of single information security defense function and inflexible security issues, which can flexibly detect potential safety hazards of network information through big data analysis , build safety early warning, timely solve the advantages of safety hazards