A protection method for an artificial intelligence algorithm model file

A technology of artificial intelligence and model files, applied in the direction of digital data protection, etc., can solve problems such as easy cracking and embezzlement, and increase the difficulty of reverse engineering, so as to achieve the effect of protecting security and increasing difficulty

Inactive Publication Date: 2019-05-28
开放智能机器(上海)有限公司
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AI Technical Summary

Problems solved by technology

[0005] According to the above-mentioned problems existing in the prior art, a method for protecting artificial intelligence algorithm model files is now provided, aiming to solve the problem that the intelligent algorithm models placed on the device end are easy to crack and embezzle, and the location and content of the model files are hidden , which increases the difficulty of reverse engineering and effectively protects the security of the algorithm model

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  • A protection method for an artificial intelligence algorithm model file
  • A protection method for an artificial intelligence algorithm model file
  • A protection method for an artificial intelligence algorithm model file

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Embodiment Construction

[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0033] It should be noted that, in the case of no conflict, the embodiments of the present invention and the features in the embodiments can be combined with each other.

[0034] The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments, but not as a limitation of the present invention.

[0035] Based on the above-mentioned problems existing in the prior art, the present invention provides a protect...

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Abstract

The invention discloses a protection method of an artificial intelligence algorithm model file, which comprises a model file of an artificial intelligence algorithm and an application program applyingthe artificial intelligence algorithm to process data in a local intelligent device, and further comprises the following steps: S1, encrypting the model file to form an encrypted file; S2, performingrandom segmentation processing on the encrypted file to generate a plurality of sub-encrypted files; S3, generating a corresponding source code sub-file according to each sub-encrypted file; And S4,compiling and linking all the source code sub-files to the application program. The technical scheme has the beneficial effects that the problem that an intelligent algorithm model placed on an equipment end is easy to crack and steal can be solved, the position and the content of a model file are hidden, the difficulty of reverse engineering is improved, and the security of the algorithm model iseffectively protected.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to a method for protecting artificial intelligence algorithm model files. Background technique [0002] With the rapid development of the artificial intelligence industry in recent years, the application of artificial intelligence continues to emerge. A typical artificial intelligence application software consists of three parts: application module, AI computing framework and algorithm model. The algorithm model includes the neural network structure and the network parameters obtained after training with a large amount of data for the application scenario. It may be one or more separate files and is the core part of the application software. [0003] For artificial intelligence applications on the cloud, the algorithm model is placed on the server of the service provider and is in a safe state. For artificial intelligence applications embedded in devices, the algorithm model...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/60
Inventor 王海涛罗浩黄明飞
Owner 开放智能机器(上海)有限公司
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