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:
Jan. 06, 2026
Filed:
Jun. 23, 2023
Palo Alto Networks, Inc., Santa Clara, CA (US);
Shan Huang, San Jose, CA (US);
William Redington Hewlett, II, Mountain View, CA (US);
Manish Mradul, Milpitas, CA (US);
Sujit Rokka Chhetri, Santa Clara, CA (US);
Palo Alto Networks, Inc., Santa Clara, CA (US);
Abstract
A multi-perspective user and entity behavior analytics (UEBA) system ('system') builds and maintains interchangeable modules for predicting likelihoods of anomalous user behavior at the scope of an actor (i.e., a user or entity) of an organization within time periods. Each module comprises probability models and/or machine learning models as sub-modules that model actor behavior at various levels of granularity with respect to usage of Software-as-a-Service applications. The system generates anomalousness scores by decorrelating likelihoods output by each sub-module and uses the anomalousness scores to monitor and perform corrective action based on anomalous actor behavior to maintain security posture across the organization.