Patent · US Active

Methods and apparatuses for detecting tamper using machine learning models

US11662698B2 · kind B2 · utility

0Cited by
41References
20Claims
0Family size

Assignee

Inventors

Key dates

Filing dateJul 16, 2019
Grant dateMay 30, 2023
Priority date
Expiry dateAug 9, 2041

Classification

  • Technology area (CPC Y)Emerging Cross-Sectional Technologies
  • CPC primaryY02D30/70
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

The present application describes a machine learning method for detecting tamper. The method includes a step of training a model using one or more values obtained from one or more different sensors on an integrated module. The one or more values act as training data with respect to one or more of light, acceleration, magnetic field, rotation, temperature, pressure, humidity, and audio. The method also includes a step of predicting, via the trained model, tampering of the of the integrated module. The present application also describes a system for detecting tamper.

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