Abnormal account detection method and device

Abstract

The invention discloses an abnormal account detection method and device. The method comprises the steps of obtaining a to-be-analyzed sample data set; obtaining associated account information and equipment information from the sample data set; obtaining identification information of equipment from the equipment information, and establishing a complex network between the identification informationof the equipment and accounts associated with the identification information according to the equipment information; carrying out community mining on the complex network according to a preset community mining algorithm, thereby obtaining a plurality of community clusters, wherein each community cluster comprises a plurality of associated account nodes; and extracting target community clusters of which number of account nodes is greater than a preset threshold from all community clusters, and determining accounts contained in the target community clusters as abnormal accounts. The problem thatin the prior art, a conventional abnormal account identification method is liable to lose efficacy is solved, and the purpose of relatively comprehensively and deeply identifying the abnormal accountsare realized.

Description

technical field [0001] The invention relates to the field of network security, in particular to a method and device for detecting abnormal accounts. Background technique [0002] With the development of the Internet industry, Internet companies have launched more and more applications, and in order to provide users with more targeted services, generally, customers are required to register an account to use the applications. Accounts are not only the private assets of customers, but also the core assets of Internet companies. [0003] With the vigorous development of the Internet O2O, the subsidies given to customers by the platform are emerging one after another. In this context, the "Wool Party" that specializes in collecting various promotional activities and benefits on each platform has grown stronger, for example: obtaining benefits from the platform by registering multiple accounts , these accounts are not accounts registered by normal users. In order to "sweep the w...

AI Technical Summary

Problems solved by technology

[0005] In view of this, the embodiment of the present invention discloses an abnormal account detection method and device, which solves the problem that the traditional abnormal account identification method in the prior art is prone to failure

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