Cold start mechanism to prevent compromise of automatic anomaly detection systems
US9838409B2 · kind B2 · utility
38Cited by
4References
18Claims
0Family size
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Key dates
| Filing date | Oct 8, 2015 |
| Grant date | Dec 5, 2017 |
| Priority date | — |
| Expiry date | Feb 8, 2036 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/1458
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
In one embodiment, a device in a network analyzes data indicative of a behavior of a network using a supervised anomaly detection model. The device determines whether the supervised anomaly detection model detected an anomaly in the network from the analyzed data. The device trains an unsupervised anomaly detection model, based on a determination that no anomalies were detected by the supervised anomaly detection model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.