Patent · US Active

Computer-implemented method and arrangement for classifying anomalies

US11838308B2 · kind B2 · utility

0Cited by

2References

14Claims

0Family size

Assignee

Telefonaktiebolaget LM Ericsson (Publ) · SE

Inventors

Jakob Sternby · Lund, SE
Michael Liljenstam · Solna, SE
Erik Thormarker · Stockholm, SE

Key dates

Filing date	Sep 28, 2022
Grant date	Dec 5, 2023
Priority date	—
Expiry date	Sep 28, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/00
WIPO fieldDigital communication
WIPO sectorElectrical engineering

Abstract

The present disclosure relates to a computer-implemented method and an apparatus for classifying anomalies of one or more feature-associated anomalies in network data traffic between devices in a first part of a network and devices in a second part of the network. The method comprises retrieving at least one network data traffic sample and determining one or more feature-associated anomaly scores for the retrieved at least one network data traffic sample. The method further comprises determining feature importance of each feature of a feature-associated anomaly score and classifying one or more anomalies based on the determined one or more feature-associated anomaly scores and the determined feature importance.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.