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:
Sep. 19, 2023
Filed:
Jun. 17, 2022
Uab 360 IT, Vilnius, LT;
Mantas Briliauskas, Vilnius, LT;
Dainius Ra{hacek over (z)}inskas, Vilnius, LT;
UAB 360 IT, Vilnius, LT;
Abstract
A system for detecting malware includes a server and processor that executes instructions to receive, from the server, a first malware detection model and a database of known malicious files; label each file of a training data set as either malicious or clean by comparing each file of the training data set to the database, where if a match is not found to in the database, the model is used to predict maliciousness; train the first malware detection model using the labeled training data set; transmit parameters of the trained first malware detection model to the server; and receive, from the server, 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 remote devices.