Automatic generation of generic file signatures
US9762593B1 · kind B1 · utility
15Cited by
4References
20Claims
0Family size
Assignee
Inventors
Key dates
| Filing date | Sep 9, 2014 |
| Grant date | Sep 12, 2017 |
| Priority date | — |
| Expiry date | Mar 2, 2035 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/164
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Systems and methods to automatically generate signatures used to detect malware are provided. The systems and methods use machine learning techniques, to build an over-trained heuristic model to analyze software, cluster identified patterns, validate the clusters against known reputational metrics, automatically create signatures and, in some examples, deploy such signatures to remote computing devices.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.