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Multi-source multi-modal data processing system and method for applying system

A processing system and multi-modal technology, applied in the field of data security, can solve the problems of missing or misidentified personal information, insufficient, undesensitized and desensitized personal information, etc., and achieve the effect of solving missed or misidentified

Pending Publication Date: 2020-10-30
北京尚隐科技有限公司
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AI Technical Summary

Problems solved by technology

[0004] In order to solve the above problems, the present invention provides a multi-source and multi-modal data processing system, which solves the problem of missing or misidentified personal information in multi-source and multi-modal data in the prior art, and personal information is not desensitized or desensitized. full question

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  • Multi-source multi-modal data processing system and method for applying system
  • Multi-source multi-modal data processing system and method for applying system
  • Multi-source multi-modal data processing system and method for applying system

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Embodiment Construction

[0030] In order to enable those skilled in the art to better understand the technical solutions in the application, the present invention will be further described below in conjunction with the following examples. Obviously, the described embodiments are only a part of the embodiments of the application, rather than all Example. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the scope of protection of this application.

[0031] Such as figure 1As shown, the multimodal data involved in the present invention can be stored in multiple types of databases or data sources, such as traditional SQL databases such as MySQL, Oracle, SQL Server, DB2, PostgreSQL, SQLite, MongoDB, Redis, CouchDB, NoSQL databases such as Neo4J, distributed platform Hadoop-based big data warehouse tool Hive and distributed database HBase, and other data sources stored in different storage ...

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Abstract

The invention provides a multi-source multi-modal data processing system and a method using the system. The processing system comprises a multi-source multi-modal data storage module, a strategy control module, a risk measurement module, a data discovery engine module, a data desensitization engine module, a multi-modal sensitive data classification algorithm library module, a multi-modal data desensitization algorithm library module and a multi-source multi-modal data access bus module. The multi-source and multi-mode data access bus module provides an interface for accessing the multi-sourceand multi-mode data storage module for other modules, and multi-source and multi-mode data reading, analyzing and writing are achieved. According to the system method, the problems that sensitive information in multi-source and multi-mode data is missed or mistakenly recognized, and the sensitive information is not desensitized or insufficient in desensitization in the prior art are solved.

Description

technical field [0001] The invention relates to the field of data security in the field of network security and privacy protection, in particular to a multi-source multi-modal data processing system and a method for applying the system. Background technique [0002] With the development of mobile Internet and artificial intelligence technology, the sources of data collected and used by enterprises are becoming more and more diverse, including sensitive personal information. These personal information are stored in different data formats or modalities, such as mobile phone numbers in text format, identity documents in image format, chat records in audio format, and surveillance records in video format. For these different data formats and different business application scenarios, enterprises may adopt different data management systems. [0003] Multi-source and multi-modal data bring challenges to the identification, classification and protection of sensitive information. D...

Claims

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Application Information

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IPC IPC(8): G06F21/62
CPCG06F21/6245
Inventor 丁晓强张仁卓
Owner 北京尚隐科技有限公司
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