Anticipatory cyber defense
US10812510B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jan 12, 2018 |
| Grant date | Oct 20, 2020 |
| Priority date | — |
| Expiry date | May 11, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2221/034
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
According to various embodiments, techniques for anticipatory cyber defense are disclosed. The techniques includes receiving cyber incident reports, extracting keywords from the reports, applying a shallow machine learning technique to obtain an identification of a first subset of the networked assets vulnerable to at least a first threat scenario and an identification of the first threat scenario, applying a deep machine learning technique to at least the first subset, the first threat scenario, the keywords, and the plurality of networked assets, to obtain a second subset of the networked assets vulnerable to at least a second threat scenario and the second threat scenario, simulating the networked assets and the second threat scenario to identify at least one path through the networked assets vulnerable to at least a third threat scenario, and outputting an identification of the at least one path and an identification of the third threat scenario.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.