Patent · US Active

Adversarial patches including pixel blocks for machine learning

US10997470B2 · kind B2 · utility

1Cited by

7References

20Claims

0Family size

Assignee

ACCENTURE GLOBAL SOLUTIONS LIMITED · IE

Inventors

Manish Ahuja · Pflugerville, US
Samarth Sikand · Jaipur, IN
Anurag Dwarakanath · Bengaluru, IN
Sanjay Podder · Thane, IN

Key dates

Filing date	Aug 30, 2019
Grant date	May 4, 2021
Priority date	—
Expiry date	Dec 17, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06V10/764
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Systems, apparatuses, and methods are directed towards identifying that an adversarial patch image includes a plurality of pixels. The systems, apparatuses, and methods include dividing the adversarial patch image into a plurality of blocks, that each include a different group of the pixels in which the pixels are contiguous to each other, and assigning a first plurality of colors to the plurality of blocks to assign only one of the first plurality of colors to each pixel of one of the plurality of blocks.

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