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Business risk assessment method and device, and risk control system

A technology of risk assessment and risk assessment model, which is applied in the fields of devices, risk control systems, and business risk assessment methods, can solve problems such as difficult simultaneous judgment, manual experience, time-consuming and labor-consuming, etc., to improve generalization ability and processing efficiency Effect

Inactive Publication Date: 2017-08-18
BEIJING QIYI CENTURY SCI & TECH CO LTD
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AI Technical Summary

Problems solved by technology

Therefore, for a malicious access, only the only rule that it hits can be obtained, but in fact, a malicious access will hit multiple rules at the same time, which makes it difficult to combine multiple rules for simultaneous judgment
[0006] (2) Low efficiency
[0007] Time-consuming and labor-intensive due to the need to manually set the priority of each rule
Because the risk levels of different rules are different, it is necessary to sort the rule sets according to their risk levels. It is hoped that the rules with higher risks can be hit in advance, but setting the risk levels of different rules requires manual experience. When the value is large, it is more complicated to set the risk level of each rule

Method used

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  • Business risk assessment method and device, and risk control system
  • Business risk assessment method and device, and risk control system
  • Business risk assessment method and device, and risk control system

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Embodiment Construction

[0028] In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0029] The embodiment of the present invention proposes a business risk assessment method based on weight accumulation, aiming at the difficulty of making full use of all triggered rule information in the existing risk control system, and the time-consuming and labor-intensive manual setting of rule priority. For example, this method first trains the data obtained by the existing risk control system through the logistic regression algorithm to obtain the model weight, and then converts the model weight into the sub-rule score in the form of weight accumulation according to the risk level of each sub-rule, that is, The low-level scores of the same type of rules are added to the high-level to ensure that the high-level scores of the ...

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Abstract

The invention provides a business risk assessment method and device, and a risk control system. The method comprises steps that to-be-assessed business data is received, and a risk behavior rule set matched with the business data is identified according to a preset risk rule engine; for multiple rules of the rule set, a risk value of each corresponding rule is assessed according to a pre-established risk assessment model; the risk values of the corresponding rules are accumulated, the accumulated risk value sum is compared with a total risk score threshold of each preset risk grade, and a risk grade of the business data is determined. The method is advantaged in that generalization capability and processing efficiency of a risk system can be improved.

Description

technical field [0001] The present invention relates to the technical field of the Internet, in particular to a business risk assessment method, device and risk control system. Background technique [0002] The risk control system is the business security risk control system, which aims to ensure the normal and safe operation of various businesses. see figure 1 , is a schematic diagram of a typical risk system architecture. The working process of the risk control system is: the business system transmits user access behavior data to the rule engine through the service access module, and the rule engine mainly depends on the security data warehouse and model strategy. The security data warehouse refers to the social engineering database (social engineering database), that is, malicious user information, including mobile phone number, IP, user name, etc.; model strategy mainly includes rules and strategies formulated by data analysts through data mining and other methods, and...

Claims

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Application Information

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IPC IPC(8): G06Q10/06
CPCG06Q10/0635
Inventor 陈亚东
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD
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