Patent · US Active

Defending deep generative models against adversarial attacks

US12182263B2 · kind B2 · utility

2Cited by

1References

20Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Mathieu Sinn · Dublin, IE
Killian Levacher · Dublin, IE
Ambrish Rawat · Dublin, IE

Key dates

Filing date	Dec 13, 2021
Grant date	Dec 31, 2024
Priority date	—
Expiry date	Dec 1, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06F2221/034
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Adversarial attack detection operations may be applied on one or more deep generative models for defending deep generative models from adversarial attacks. The adversarial attack may be detected on the one or more deep generative models based on the one or more of a plurality of adversarial attack detection operations. The one or more deep generative models may be sanitized based on the adversarial attack.

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