US 2021/0004696 A1 · SYSTEM AND METHOD FOR AUTOMATIC SECURE DELIVERY OF MODEL

Abstract

The present disclosure provides a system and a method for automatic secure delivery of a model, and belongs to the field of delivery technologies of artificial intelligence models. The system includes: a model warehouse, including at least one machine learning model; a prediction warehouse, including at least one prediction module matching metadata of the machine learning model in the model warehouse; and a processing engine, configured to have a function of assembling the machine learning model in the model warehouse and the prediction module in the prediction warehouse; in which the prediction module is configured to have an authentication function and an anti-debugging function, and the processing engine is configured to assemble the machine learning model in the model warehouse and the prediction module in the prediction warehouse which have a metadata matching relationship, and to generate a prediction service after the assembly is completed.

Claims18

Dependent claims

A method for establishing a prediction module, comprising:

S1) forming a prediction component that matches metadata of a machine learning model;
and
S2) acquiring a security component, and integrating the security component and the prediction component to obtain the prediction module.

A method for automatically generating a prediction service, comprising:

S1) selecting a machine learning model and acquiring interface configurations of the machine learning model;
and
S2) selecting a prediction module adapted to the machine learning model based on metadata of the machine learning model, updating the prediction module in combination with the interface configurations, and assembling the machine learning model and the prediction module to generate the prediction service.

Dependencies are inferred from the claim text.

Facts

Application

16/895,350Filed 8 Jun 2020

Priority

CN 201910592989.23 Jul 2019

Published

7 Jan 2021

Term ends

Not estimatedThe source records don’t support an estimate.

Classification9 codes

G06N 5/04
Computing arrangements using knowledge-based models: inference or reasoning models
G06F 21/105
Protecting distributed programs or content, e.g. vending or licensing of copyrighted material ; Digital rights management [DRM]: arrangements for…
G06F 21/14
Protecting executable software: against software analysis or reverse engineering, e.g. by obfuscation
G06F 21/602
Protecting data: providing cryptographic facilities or services

System and method for automatic secure delivery of model

Life of this patent

System and method for automatic secure delivery of model

Life of this patent

Abstract

Claims18