Systems and methods for improving the classification accuracy of trustworthiness classifiers
US9992211B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Aug 27, 2015 |
| Grant date | Jun 5, 2018 |
| Priority date | — |
| Expiry date | Feb 19, 2036 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2221/033
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The disclosed computer-implemented method for improving the classification accuracy of trustworthiness classifiers may include (1) identifying a set of training data that is available for training trustworthiness classifiers used to classify computing resources as clean or malicious, (2) selecting, based at least in part on a characteristic of a specific organization, a subset of training data from the set of training data that is available for training trustworthiness classifiers, (3) training a trustworthiness classifier for the specific organization using the subset of training data selected based at least in part on the characteristic of the specific organization, and then (4) applying the trustworthiness classifier to at least one computing resource encountered by the specific organization to classify the computing resource as clean or malicious. Various other methods, systems, and computer-readable media are also disclosed.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.