Method and device for program identification based on machine learning
US9349006B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Nov 18, 2011 |
| Grant date | May 24, 2016 |
| Priority date | — |
| Expiry date | Jul 30, 2032 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method and device perform program identification based on machine learning. The method includes: analyzing an inputted unknown program, and extracting a feature of the unknown program; coarsely classifying the unknown program according to the extracted feature; judging by inputting the unknown program into a corresponding decision-making machine generated by training according to a result of the coarse classification; and outputting an identification result of the unknown program. The identification result is a malicious program or a non-malicious program. The method can save a lot of manpower and improve the identification efficiency for a malicious program by using the decision-making machine.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.