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:
Nov. 25, 2025
Filed:
Jun. 29, 2023
Massachusetts Mutual Life Insurance Company, Springfield, MA (US);
Sara Saperstein, Springfield, MA (US);
John H. Ring, Iv, Springfield, MA (US);
Kevin Sopuch, Springfield, MA (US);
James Hefferman, Springfield, MA (US);
Lindsey Basara, Springfield, MA (US);
Evan Moore, Springfield, MA (US);
Massachusetts Mutual Life Insurance Company, Springfield, MA (US);
Abstract
Disclosed herein are methods and systems for identifying malicious network activity. In an embodiment, a method comprises monitoring, by a computer, network activity of a user having a baseline network activity; executing, by the computer, a machine learning model to determine a network activity score indicating a likelihood of the network activity being malicious activity for the baseline network activity, the machine learning model having been previously trained based on malicious activity and corresponding baseline network activity; and displaying, by the computer, the network activity score.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile