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.
Patent No.:
Date of Patent:
May. 12, 2026
Filed:
Feb. 12, 2024
Applicant:
Darktrace Holdings Limited, Cambridge, GB;
Inventor:
Carl Joseph Salji, Bedford, GB;
Assignee:
Darktrace Holdings Limited, Cambridge, GB;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01); H04L 43/028 (2022.01); H04L 67/141 (2022.01);
U.S. Cl.
CPC ...
H04L 63/1416 (2013.01); H04L 63/1425 (2013.01); H04L 63/1433 (2013.01); H04L 63/1441 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01); H04L 63/145 (2013.01);
Abstract
A cyber threat defense system and a method for detecting a cyber threat may use a predictor, e.g. a Transformer deep learning model, which is configured to predict a next item in the sequence of events and to detect one or more anomalies in the sequence of events. This provides a notification comprising (i) information about the one or more anomalies; and (ii) a prediction of what would have been expected.
Salji, Carl. (2026). Cyber security system applying network sequence prediction using transformers (U.S. Patent No. 12627679). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12627679
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile