Systems and methods to fingerprint and classify application behaviors using telemetry
US11258813B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jun 27, 2019 |
| Grant date | Feb 22, 2022 |
| Priority date | — |
| Expiry date | Apr 29, 2040 |
Classification
- Technology area (CPC H)Electricity
- CPC primaryH04L63/1433
- WIPO fieldDigital communication
- WIPO sectorElectrical engineering
Abstract
Apparatus, systems, methods, and articles of manufacture for fingerprinting and classifying application behaviors using telemetry are disclosed. An example apparatus includes a trace processor to process events in a processor trace to capture application execution behavior; a fingerprint extractor to extract a first fingerprint from the captured application execution behavior and performance monitor information; a fingerprint clusterer to, in a training mode cluster the first fingerprint and the second fingerprint into a cluster of fingerprints to be stored in a fingerprint database with a classification; and a fingerprint classifier to, in a deployed mode, classify a third fingerprint, the fingerprint classifier to trigger a remedial action when the classification is malicious.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.