Generative cybersecurity exploit discovery and evaluation
US12314406B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Sep 27, 2024 |
| Grant date | May 27, 2025 |
| Priority date | — |
| Expiry date | Sep 27, 2044 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2221/034
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Described herein are systems and methods for discovering and proactively mitigating previously unknown security vulnerabilities. The systems and methods herein can utilize security vulnerability information to discover potential security threats and can utilize this information to generate an attack using a machine learning model, such as a large language model. Generated attacks can be carried out to assess impact of a security vulnerability. An output can be provided that represents the assessed impact. In some implementations, the systems and methods herein generate patches or other mitigations for security vulnerabilities, which can be tested and deployed to address security vulnerabilities.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.