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Data processing method, device and equipment and storage medium

A data processing and data technology, applied in the computer field, can solve problems such as unprovided, incapable of data transmission management, etc.

Pending Publication Date: 2021-03-02
WEBANK (CHINA)
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, related technologies do not provide related technologies to realize these monitoring operations, making it impossible to manage the data transmission between various participants

Method used

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  • Data processing method, device and equipment and storage medium
  • Data processing method, device and equipment and storage medium
  • Data processing method, device and equipment and storage medium

Examples

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Embodiment Construction

[0064] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0065] In many fields, technologies such as machine learning and model training based on big data continue to develop. Through the mining of big data, a lot of valuable information can be obtained. With the development of technology, the sources of original data are becoming more and more extensive, and there will even be cross-field alliances.

[0066] In some business scenarios, multiple business platforms collect their own busi...

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Abstract

The invention discloses a data processing method, device and equipment and a storage medium. The method can be applied to a first auditing system, the first auditing system is deployed in a first participant of federated learning, the method can comprise the steps that a data request sent by a second auditing system deployed in a second participant is received, and the data request is used for initiating a cooperation request to the first participant, wherein the data request comprises account information and request content of a second participant; according to the attribute information of the data of the first participant and the account information and the request content of a second participant in the data request, authority verification is carried out on the second participant to determine whether the second participant has the authority to acquire the data corresponding to the request content according to an authority verification result; and if the second participant passes theauthority verification, the data request is responded. According to the method, the purpose of managing the data interaction process among the participants can be achieved.

Description

technical field [0001] The present invention relates to the field of computers, in particular to a data processing method, device, equipment and storage medium. Background technique [0002] Federated learning uses multi-party secure computing, and multiple participants jointly conduct model training, which solves the problem of machine learning in the case of data islands. It is also due to the characteristics of multi-party participation and data encryption that in the specific federated learning process, real-time or non-real-time audit monitoring is required to facilitate the management of the federated data network. [0003] However, related technologies do not provide related technologies to realize these monitoring operations, making it impossible to manage data transmission between various participants. Contents of the invention [0004] The main purpose of the present invention is to provide a data processing method, device, equipment and storage medium, which ca...

Claims

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Application Information

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IPC IPC(8): G06F21/62G06F21/31
CPCG06F21/6218G06F21/31
Inventor 黄铭毅黄启军
Owner WEBANK (CHINA)
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