Patent · US Active

Detection of malware in documents

US11392697B2 · kind B2 · utility

2Cited by

0References

20Claims

0Family size

Assignee

Oracle International Corporation · US

Inventors

Francois Gauthier · Brisbane, AU
Scott Gaetjen · Plano, US
Michael Blair · Brisbane, AU

Key dates

Filing date	Nov 26, 2019
Grant date	Jul 19, 2022
Priority date	—
Expiry date	Jan 22, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N5/01
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method may include extracting, from a document, first content of a first content type and second content of a second content type, deriving first features from the first content and second features from the second content, and generating a first prediction by applying a first supervised model to the first features and a second prediction by applying a second supervised model to the second features. The first supervised model may correspond to the first content type, and the second supervised model may correspond to the second content type. The method may further include combining the first prediction and the second prediction to predict that the document comprises malicious code.

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