Systems and methods for reducing false positives produced by heuristics
US8635171B1 · kind B1 · utility
23Cited by
6References
20Claims
0Family size
Assignee
Inventor
Key dates
| Filing date | Aug 17, 2009 |
| Grant date | Jan 21, 2014 |
| Priority date | — |
| Expiry date | Jun 13, 2032 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F21/56
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
An exemplary method for reducing false positives produced by heuristics may include: 1) training a heuristic using a set of training data, 2) deploying the heuristic, 3) identifying false positives produced by the heuristic during deployment, and then 4) tuning the heuristic by: a) duplicating at least a portion of the false positives, b) modifying the training data to include the duplicate false positives, and c) re-training the heuristic using the modified training data. Corresponding systems and computer-readable media are also disclosed.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.