Centroid for improving machine learning classification and info retrieval
US11568185B2 · kind B2 · utility
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7References
20Claims
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Key dates
| Filing date | Sep 17, 2020 |
| Grant date | Jan 31, 2023 |
| Priority date | — |
| Expiry date | Jan 10, 2041 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06T7/60
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Centroids are used for improving machine learning classification and information retrieval. A plurality of files are classified as malicious or not malicious based on a function dividing a coordinate space into at least a first portion and a second portion such that the first portion includes a first subset of the plurality of files classified as malicious. One or more first centroids are defined in the first portion that classify files from the first subset as not malicious. A file is determined to be malicious based on whether the file is located within the one or more first centroids.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.