The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 30, 2025

Filed:

Dec. 07, 2023
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Brendan Cruz Colon, Seattle, WA (US);

Matthew Michael Sommer, Friday Harbor, WA (US);

Consuelo Manas Pilot, Ponte Vedra, FL (US);

Joshua Scott Hansen, Sahuarita, AZ (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06F 16/242 (2019.01); H04L 9/40 (2022.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
G06F 11/0778 (2013.01); G06F 16/2425 (2019.01); H04L 41/16 (2013.01); H04L 63/1425 (2013.01); H04L 63/1433 (2013.01);
Abstract

A system enriches detections of anomalous computer-related activity with output from a language model. The detection and enrichment system uses Bayesian inference to model the likelihood that a co-occurrence of a detection event and an enriched detection event indicate an actual attack. The detection and enrichment system uses a question answering model, to process text data, such as, but not limited to, transcripts or emails. A language model is trained to detect potential attacks based on labelled training data, such as, but not limited to, transcripts or emails with examples of a type of attack.


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