Artificial intelligence service system with high safety

An artificial intelligence and service system technology, applied in the field of service systems, can solve problems such as low security of artificial intelligence services, data leakage, etc., and achieve the effect of avoiding excessive hardware requirements, improving security, and reducing hardware requirements

Inactive Publication Date: 2021-07-13
江苏欣业大数据科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] When artificial intelligence services are implemented through the above methods, due to the large number of access users on the cloud computing platform, the artificial intelligence model deployed on the cloud computing platform may be maliciously changed by intruders, and the data sets published to the cloud computing platform are also more prone to data leakage , AI services are less secure

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment

[0023] Embodiment: a highly secure artificial intelligence service system, including a cloud computing platform, a decoy platform, and a user terminal; wherein,

[0024] The cloud computing platform is used to store and process data, and train artificial intelligence models;

[0025] The decoy platform is used to receive the data sent by the user terminal. The decoy platform is equipped with a database for storing data. The decoy platform is equipped with a converter for reading data and generating new data. The new data generated by the converter is the same as the original data. At the same time, the format is different. The cloud computing platform only receives the data in the format to which the new data belongs, and the new data is transmitted to the cloud computing platform;

[0026] The user terminal sends a deployment request corresponding to the artificial intelligence model to the decoy platform under the trigger of the user, and receives the processing result outpu...

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PUM

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Abstract

The invention discloses an artificial intelligence service system with high security. The artificial intelligence service system comprises a cloud computing platform, a bait platform and a user terminal, wherein the cloud computing platform is used for storing and processing data and training an artificial intelligence model; the bait platform is used for receiving data sent by a user terminal, a database used for storing data is arranged in the bait platform, a converter used for reading the data and generating new data is arranged in the bait platform, and the new data generated by the converter and original data are the same in content and different in format at the same time. The cloud computing platform only receives data in a format to which new data belongs, and the new data is transmitted to the cloud computing platform; and the user terminal sends a deployment request corresponding to the artificial intelligence model to the bait platform under the triggering of a user, and receives a processing result output after processing of the cloud computing platform. By means of cooperation of the bait platform and the cloud computing platform, isolation between data uploaded by the user and the cloud computing platform is achieved, and safety is improved.

Description

technical field [0001] The present invention relates to a service system, more specifically, it relates to an artificial intelligence service system with high security. Background technique [0002] With the rapid development of cloud computing and big data, the application of artificial intelligence services through training artificial intelligence models has become increasingly popular in various industries. [0003] At present, artificial intelligence models are usually trained and deployed on cloud computing platforms to realize online artificial intelligence services, that is, users can send data sets to be processed to cloud computing platforms through user terminals, so that artificial intelligence models deployed on cloud computing platforms can The corresponding data set is processed, and the processing result is fed back to the user terminal. [0004] When artificial intelligence services are implemented through the above methods, due to the large number of access...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/62
CPCG06F21/6218
Inventor 曹建华
Owner 江苏欣业大数据科技有限公司
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