Systems and methods for anomaly detection on core banking systems
US10701096B1 · kind B1 · utility
Assignee
Inventors
Key dates
| Filing date | Oct 29, 2019 |
| Grant date | Jun 30, 2020 |
| Priority date | — |
| Expiry date | Oct 29, 2039 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/1416
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
In certain embodiments, three or more sensors may be installed on a core banking system to detect anomalous behavior. Each of the sensors may be configured to detect removal or corruption of any of the other sensors at a periodic interval and to repair or reinstall any of the other sensors that has been corrupted or removed so that the combination of the sensors makes the group of sensors unremovable. A sensor may be configured to detect anomalous behavior by applying an anomaly detection model developed using live data collected by the sensor. In certain embodiments, a new anomaly detection model may be developed and trained to recognize potentially anomalous events; tested; and used to generate a live score to indicate the likelihood that a detected event is an anomaly. A model may be used for scoring in as little as 6 hours after initial receipt of live data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.