METHOD, APPARATUS, AND ELECTRONIC DEVICE FOR DETECTING MODEL SECURITY

Patent №

US 10,691,794

Granted

2020-06-23

Filed 2019

Owner

ALIBABA GROUP HOLDING LIMITED

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16668857

Implementations of the present specification disclose a method and an apparatus for detecting model security and an electronic device. The method includes the following: obtaining result data computed by using a model, wherein the result data comprises intermediate result data and output result data; obtaining a discriminator through training by using a generative adversarial network (GAN) framework, the model, and a sample; discriminating the result data by using the discriminator by using the model for current input data, to detect whether the model is currently secure, wherein the model is in a trusted execution environment for obtaining the discriminator through training; and determining a security detection result of the model.

Machine learningKnowledge representationPlanningAI hardwareG06F 21/52G06F 21/53G06F 21/577G06F 21/6218G06N 3/045G06N 3/047G06N 3/0475G06N 3/08+5 more

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.75
Vision0.42
Natural language0.02
Evolutionary computation0.00
Speech0.00

Ownership

ALIBABA GROUP HOLDING LIMITED

assignment · 515040205

Assignors

XIA, JUPENG, LI, CAIWEI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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