CYBER SECURITY SYSTEM APPLYING NETWORK SEQUENCE PREDICTION USING TRANSFORMERS

Patent №

US 12,627,679

Granted

2026-05-12

Filed 2024

Owner

Darktrace Holdings Limited

Lab

AI components

0

Assignment

None on record

Dataset

AIPD

Application

18439524

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.

H04L 63/1416G06N 20/20G06N 20/00G06N 7/01G06N 3/0895G06F 21/554G06F2221/2113G06N 3/08+5 more

Ownership

Darktrace Holdings Limited

From the same owner

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