Verifying accuracy of ML pipelines using third party co-ordination
US11070575B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Mar 6, 2019 |
| Grant date | Jul 20, 2021 |
| Priority date | — |
| Expiry date | Feb 14, 2040 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/145
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Systems, methods, computer-readable media, and devices are disclosed for verifying traffic classification. At a first node, a classification to a received packet is designated according to a local model. The classification of the packet by the first node is verified by sending packet information describing the packet to a distributed network comprising multiple nodes, where the packet information includes attributes of the packet. The classification of the packet is verified from receiving results from a second node that, based on the attributes, independently classifies the packet. Based on the verified classification, decentralized information for classifying packets is updated.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.