System and method for counteracting adversarial attacks
US11836249B2 · kind B2 · utility
1Cited by
1References
20Claims
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Key dates
| Filing date | Nov 21, 2019 |
| Grant date | Dec 5, 2023 |
| Priority date | — |
| Expiry date | Aug 4, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T1/005
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Aspects of the present disclosure involve systems, methods, devices, and the like for generating an adversarially resistant model. In one embodiment, a novel architecture is presented that enables the identification of an image that has been adversarially attacked. The system and method used in the identification introduce the use of a denoising module used to reconstruct the original image from the modified image received. Then, further to the reconstruction, an adversarially trained model is used to make a prediction using at least a determination of a loss that may exist between the original image and the denoised image.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.