Machine learning model parameter based encryption
US12314378B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 20, 2024 |
| Grant date | May 27, 2025 |
| Priority date | — |
| Expiry date | Sep 20, 2044 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/083
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
A first password is received by a password encoder which uses the first password to generate a first key. This first key is used to modify weights and biases of an encoder to result in a modified encoder. Further, weights and biases of a decoder operating in tandem with the encoder based can be modified based on a second key to result in a modified decoder. First data is received which encapsulates second data in a hidden compartment. The first data is encoded by the modified encoder to result to generate an embedding. The modified decoder decodes the embedding to result in a representation of the second data which, in turn, can be provided to a consuming application or process. The first data can be input into the encoder and the decoder prior to those components being modified to result in a representation of the first data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.