US 11,941,124 B2
Systems and methods for detecting malware using static and dynamic malware models
Mantas Briliauskas, Vilnius (LT); and Aleksandr Sevcenko, Vilnius (LT)
Assigned to UAB 360 IT, Vilnius (LT)
Filed by UAB 360 IT, Vilnius (LT)
Filed on Dec. 29, 2021, as Appl. No. 17/564,803.
Application 17/564,803 is a continuation of application No. 17/563,738, filed on Dec. 28, 2021.
Prior Publication US 2023/0205879 A1, Jun. 29, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 21/56 (2013.01); G06F 18/214 (2023.01)
CPC G06F 21/566 (2013.01) [G06F 18/2148 (2023.01); G06F 21/562 (2013.01); G06F 21/565 (2013.01); G06F 2221/034 (2013.01)] 18 Claims
OG exemplary drawing
 
1. A method for detecting malware in files, the method comprising:
providing a first malware model to each computing device of a plurality of computing devices through a network by a server;
receiving, from each computing device of the plurality of computing devices, training data by the server, wherein the training data includes at least a portion of a file and a probability that the file is malware as determined using a second malware model;
updating the first malware model using at least some of the training data received from the computing devices of the plurality of computing devices by the server; and
providing the updated first malware model to each computing device of the plurality of computing devices by the server.