Machine learning architecture for detecting malicious files using stream of data
US12407717B2 · kind B2 · utility
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6References
27Claims
0Family size
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Key dates
| Filing date | Jan 31, 2023 |
| Grant date | Sep 2, 2025 |
| Priority date | — |
| Expiry date | Aug 22, 2043 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/1425
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
The present application discloses a method, system, and computer system for classifying stream data at an edge device. The method includes obtaining a stream of a file at the edge device, aligning a predetermined amount of data in chunks associated with the stream of the file, processing a plurality of aligned chunks associated with the stream of the file using a machine learning model, and classifying, at the edge device, the file based at least in part on a classification of the plurality of aligned chunks.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.