Patent · US Active

Behavior inference model building apparatus and behavior inference model building method thereof

US10733385B2 · kind B2 · utility

0Cited by

1References

20Claims

0Family size

Assignee

INSTITUTE FOR INFORMATION INDUSTRY · TW

Inventors

Chia-Min Lai · New Taipei, TW
Chia-Yu Lu · Baoshan, TW

Key dates

Filing date	Dec 12, 2017
Grant date	Aug 4, 2020
Priority date	—
Expiry date	Nov 13, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06F18/23213
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A behavior inference model building apparatus and a behavior inference model building method thereof are provided. The behavior inference model building apparatus converts a plurality of program operation sequences of a plurality of program operation sequence data into a plurality of word vectors through a word embedding model, and inputs the first M word vectors of the word vectors, corresponding to each program operation sequence data, into a generative adversarial network (GAN) model to train and optimize the GAN model. The behavior inference model building apparatus integrates the word embedding model and the generator of the optimized GAN model to build a behavior inference model.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.