Patent · US Active

Method, system, and apparatus for security assurance, protection, monitoring and analysis of integrated circuits and electronic systems using machine learning instruments and machine learning analysis

US11736501B2 · kind B2 · utility

0Cited by

0References

10Claims

0Family size

Inventors

Alfred L. Crouch · Cedar Park, US
Peter Lawrence Levin · Cumberland, US
John David Akin · Plano, US
Adam Wade Ley · Allen, US
Matthew McKinnon Ritonia · Arlington, US
Wesley Layton Ellington · Dallas, US
Maria Anne Spasojevic · Palo Alto, US

Key dates

Filing date	Dec 27, 2020
Grant date	Aug 22, 2023
Priority date	—
Expiry date	Apr 14, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/08
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

A method and system for analysis of a facility may include providing an emulation host system, generating a pristine circuit model on the emulation host system, inserting a first hardware trojan model, emulating operation of the golden circuit model, and emulating operation of the first hardware trojan model, and determine a set of machine-learning models, detecting the presence of an unknown trojan as a function of the set of machine learning models.

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