Speculative and accelerated classification based on incomplete feature sets
US11652662B2 · kind B2 · utility
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Key dates
| Filing date | Sep 18, 2020 |
| Grant date | May 16, 2023 |
| Priority date | — |
| Expiry date | Nov 6, 2041 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L2012/40273
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Systems, apparatuses, and methods to accelerate classification of malicious activity by an intrusion detection system are provided. An intrusion detection system can speculate on classification of labels in a random forest model based on temporary and incomplete set of features. Additionally, an intrusion detection system can classify malicious context based on a set of committed nodes in the random forest model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.