A method, device, equipment and medium for identifying information assets
A technology for identifying methods and assets, applied in the field of machine learning, which can solve problems such as the inability to accurately and automatically identify information assets
Active Publication Date: 2021-05-28
NSFOCUS INFORMATION TECHNOLOGY CO LTD +1
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[0005] The embodiment of the present invention provides an information asset identification method, device, equipment, and medium to solve the problem that the asset management system in the prior art cannot accurately and automatically identify information assets
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[0066] In order to make the purpose, technical solutions and beneficial effects of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is only a part of the embodiments of the present invention, not all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0067] In the actual practice process, the inventor of this application found that the current asset management system can only provide asset management services for various enterprises, and cannot accurately and automatically identify information assets. Therefore, the inventor of this application considers that it can Based on the asset featu...
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The invention discloses an information asset identification method, device, equipment and medium, which are applied in the technical field of machine learning to solve the problem that the asset management system in the prior art cannot automatically identify information assets. Specifically: based on the asset feature data sets and asset categories corresponding to each information asset, the machine learning classification model is trained to obtain the information asset fingerprint model used to determine the asset category, and then the information assets can be processed according to the information asset fingerprint model. Automatic identification, and, according to the asset characteristic data of each information asset in multiple set dimensions, the information asset fingerprint model is trained, so that the information asset fingerprint model can combine the asset characteristic data of multiple dimensions to conduct information assets Accurate identification avoids as much as possible the problem of inaccurate identification results of information assets by the information asset fingerprint model due to multiple information assets having the same asset characteristic data.
Description
technical field [0001] The present invention relates to the technical field of machine learning, in particular to an information asset identification method, device, equipment and medium. Background technique [0002] With the continuous development of information technology (Information Technology, IT), most enterprises have been closely linked with IT technology. [0003] From the perspective of IT technology, software and hardware resources in enterprises, such as network equipment, security equipment, computers, databases, middleware, etc., can be collectively referred to as information assets, and each enterprise can manage information assets through asset management systems. [0004] At present, the asset management system mainly provides asset management services for various enterprises, and the identification of information assets is mainly based on manual identification, and the asset management system is still unable to realize accurate and automatic identification...
Claims
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IPC IPC(8): G06K9/62
Inventor 李灜吴祎凡
Owner NSFOCUS INFORMATION TECHNOLOGY CO LTD