File classification management method and system based on machine learning

Abstract

The invention provides a file classification management method and system based on machine learning. The system comprises a third-party service system, an intelligent classification and grading system, a data file storage system and a data file user system. The intelligent classification and grading system is used for scanning and monitoring the uploaded file, analyzing description files, carryingout classification and grading by an AI classification module, a classification and grading result is encrypted, machine learning is carried out, then secondary classification and grading are carriedout, the sensitive data analysis and encryption module captures sensitive data, secondary encryption is carried out on the sensitive data, and an encrypted data file is uploaded to the data file storage system. According to the scheme of the invention, the security and the use efficiency of the data file can be ensured. The data in the data file is analyzed and calculated by the sensitive data analysis module, and the sensitive data is encrypted for the second time, so that the convenience and safety of using the data file by enterprises and units are greatly improved.

Description

technical field [0001] The invention relates to the field of file processing, in particular to a machine learning-based file classification management method and system. Background technique [0002] In recent years, with the rapid development of information network technology, informatization has been deeply applied and developed in all walks of life. As the actual carrier of information transmission, the importance of data has gradually become prominent with the development of industry informatization. In order to ensure data security, most of the existing technologies encrypt and store the data after writing them into files. In order to prevent potential safety hazards in the process of data storage and transmission, most of the transmitted data is also encrypted. [0003] With the data files of various industries storing data files through third-party business systems, a large amount of data files have been accumulated, and the retrieval and application of data files by...

AI Technical Summary

Problems solved by technology

[0005] In order to solve the above technical problems, the present invention proposes a machine learning-based file classification management method and system. The method and system are used to solve the problem of low processing efficiency and poor classification accuracy of data file classification processing methods in the prior art. Technical issues with a certain error rate

Images