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A risk identification method and device

A risk identification and risk technology, applied in the computer field, can solve problems such as parameter change, and achieve the effect of ensuring accuracy and reliability and improving efficiency

Active Publication Date: 2021-11-19
ADVANCED NEW TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, in actual application scenarios, the collected parameters may change according to business needs

Method used

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  • A risk identification method and device
  • A risk identification method and device
  • A risk identification method and device

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Embodiment Construction

[0054] In order to make the objects, technical solutions, and advantages of the present invention more clearly, the technical solutions in the embodiments of the present invention will be described in contemplation in the embodiment of the present invention. It is an embodiment of the present invention, not all of the embodiments, based on the embodiments of the present invention, and those of ordinary skill in the art without making all other embodiments obtained without creative labor, belonging to the present invention Scope.

[0055] In practical application scenarios, the monitoring system can collect the value of the specified parameters in the application system, and construct an exception detection model to monitor the status of the application system, alarm the abnormal state.

[0056] However, the specified parameters may change according to the change of business needs, for example, add parameters, delete parameters, and modify parameters. At this time, a response metho...

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Abstract

The present invention provides a risk identification method and device, wherein the method includes: training a preset autoencoder according to collected samples to obtain an autoencoder model; determining common parameters according to the samples to be identified and the collected samples; wherein , the common parameters exist in the sample to be identified and the collected sample respectively; according to the common parameter and the autoencoder model, determine the decoded output sample; according to the sample to be identified and the decoded output sample , to determine whether the sample to be identified is at risk.

Description

Technical field [0001] The present invention relates to the field of computer technology, and more particularly to a risk recognition method and apparatus. Background technique [0002] With the rapid development of the business, the complexity of the application system has gradually improved. At the same time, the information of the application system is facing, and the risk and other risks are gradually enhanced. How to identify these risks, thereby reducing the impact of these risks, which are received more and more attention. [0003] Currently, the risk of the application system can be identified by modeling the value of the parameters of the acquired application system. [0004] However, in the actual application scenario, the collected parameters may change according to the needs of the business. How to reduce the impact of the change in parameters on the accuracy of risk identification results, becoming the problem that is currently urgent. Inventive content [0005] In ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/35
Inventor 周扬
Owner ADVANCED NEW TECH CO LTD
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