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:
Oct. 03, 2023
Filed:
Jun. 17, 2022
Uab 360 IT, Vilnius, LT;
Mantas Briliauskas, Vilnius, LT;
Dainius Razinskas, Vilnius, LT;
UAB 360 IT, Vilnius, LT;
Abstract
A malware detection method that uses federated learning includes transmitting file characterization information for one or more local files, receiving a first malware detection model and labeled training data that is generated by a remote device, training the first malware detection model using the labeled training data set, transmitting parameters of the trained first malware detection model to the remote device, and receiving, from the remote device, a second malware detection model, wherein the second malware detection model is trained by federated learning using the parameters of the trained first malware detection model and additional parameters provided by one or more additional remote devices.