Systems and methods for detecting anomalous behavior within computing sessions
US11178170B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jan 29, 2019 |
| Grant date | Nov 16, 2021 |
| Priority date | — |
| Expiry date | May 23, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/084
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The disclosed computer-implemented method for detecting anomalous behavior within computing sessions may include (i) identifying, by the computing device, a set of execution events that correspond to a computing session, (ii) providing, by the computing device, the set of execution events as input to an autoencoder, (iii) receiving, by the computing device and from the autoencoder, a reconstruction error associated with autoencoding the set of execution events, (iv) detecting, by the computing device and based on the reconstruction error, an anomaly within the computing session, and (v) performing, by the computing device, a security action to address the anomaly within the computing session. Various other methods, systems, and computer-readable media are also disclosed.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.