COMPUTER SYSTEM AND METHOD FOR DETECTING MALWARE USING MACHINE LEARNING Russian patent published in 2023 - IPC G06F21/55 G06F21/57 G06N3/08 

FIELD: computing technology.

SUBSTANCE: malware detection computer system comprises a behavioural analyser comprising a set of neural networks trained to determine whether a controlled software object is malicious in accordance with a sequence of computational events caused by the execution of the corresponding object. When the behavioural analyser indicates that a program object is malicious, a memory classifier is executed comprises another set of neural networks trained to determine whether the monitored object is malicious, according to the snapshot dump of the monitored object.

EFFECT: reduced level of false positive results of malware detection.

19 cl, 19 dwg