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Data encryption, machine learning model training method, apparatus and electronic apparatus

A machine learning model and data encryption technology, applied in machine learning, computer security devices, computing models, etc., can solve problems such as data privacy risks, and achieve the effect of reducing the risk of user privacy leakage

Inactive Publication Date: 2019-01-18
ADVANCED NEW TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] With the rapid development of computer and Internet technology, there are more and more cooperations between different platforms on the Internet. The cooperation process often involves data sharing, and data sharing may bring risks to data privacy.

Method used

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  • Data encryption, machine learning model training method, apparatus and electronic apparatus
  • Data encryption, machine learning model training method, apparatus and electronic apparatus
  • Data encryption, machine learning model training method, apparatus and electronic apparatus

Examples

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Embodiment Construction

[0048] The embodiments of this specification provide a data encryption method, device, system, and electronic equipment.

[0049] In order to enable those skilled in the art to better understand the technical solutions in this specification, the following will clearly and completely describe the technical solutions in the embodiments of this specification in conjunction with the drawings in the embodiments of this specification. Obviously, the described The embodiments are only a part of the embodiments of the present application, rather than all the embodiments. Based on the embodiments of this specification, all other embodiments obtained by those of ordinary skill in the art without creative work should fall within the protection scope of this application.

[0050] figure 1 This is a schematic diagram of an overall architecture involved in the solution of this specification in an actual application scenario. The overall architecture mainly involves two parts: a data encryption ...

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Abstract

Embodiments of the present specification disclose a data encryption, machine learning model training method, apparatus, electronic apparatus, and data encryption system. The data encryption method comprises the following steps: the encrypted data to be encrypted is randomly mapped by a random matrix to obtain the encrypted data corresponding to the data to be encrypted, and the encrypted data is used for training a machine learning model.

Description

Technical field [0001] This manual relates to the field of computer software technology, in particular to data encryption, machine learning model training methods, devices, electronic equipment, and data encryption systems. Background technique [0002] With the rapid development of computer and Internet technology, there is more and more cooperation between different platforms on the network. The process of cooperation often involves data sharing, and data sharing may bring risks to data privacy. [0003] In the prior art, a typical data sharing scenario is: when platform A builds a machine learning model involving a certain business, platform B shares the business data of the business it holds with platform A, and platform A then uses These business data train the machine learning model. [0004] However, these business data are often sensitive to platform B and contain the privacy of the corresponding users. Therefore, a technology is needed that can reduce the risk of user priva...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/60G06N20/00
CPCG06F21/602
Inventor 张志强周俊李小龙
Owner ADVANCED NEW TECH CO LTD
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