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:
Feb. 17, 2026
Filed:
Apr. 10, 2024
Entanglement, Inc., Miami, FL (US);
Haibo Wang, Laredo, TX (US);
Richard T. Hennig, Westminster, CO (US);
Entanglement, Inc., Miami, FL (US);
Abstract
Systems and methods are described for automated anomaly detection. For example, the system receives various types of unlabeled data and determines, through an unsupervised machine learning model, a label for the data. The labels are provided to a supervised machine learning model during a first training process. The system also performs unsupervised labeling and supervised labeling of network flows to infer anomalous network traffic. When new data is received, the supervised machine learning model is executed during an inference process to cluster the new data in accordance with the labels that were determined by the unsupervised machine learning model. In some examples, the system may combine the unsupervised machine learning model with a supervised machine learning model to perform automated anomaly detection.