Method and system for employing graph analysis for detecting malicious activity in time evolving networks
US11146578B2 · kind B2 · utility
2Cited by
37References
14Claims
0Family size
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Key dates
| Filing date | Jul 26, 2018 |
| Grant date | Oct 12, 2021 |
| Priority date | — |
| Expiry date | Oct 3, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/01
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Disclosed is a method and system for detecting malicious entities and malicious behavior in a time evolving network via a graph framework by modeling activity in a network graph representing associations between entities. The system utilizes classification methods to give score predictions indicative of a degree of suspected maliciousness, and presents a unified graph inference method for surfacing previously undetected malicious entities that utilizes both the structure and behavioral features to detect malicious entities.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.