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:
Aug. 06, 2024
Filed:
Dec. 27, 2021
Applicant:
Acronis International Gmbh, Schalfhausen, CH;
Inventors:
Sergey Ulasen, Singapore, SG;
Vladimir Strogov, Singapore, SG;
Serguei Beloussov, Singapore, SG;
Stanislav Protasov, Singapore, SG;
Assignee:
Acronis International GmbH, Schaffhausen, CH;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06F 21/53 (2013.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 21/566 (2013.01); G06F 21/53 (2013.01); G06F 21/565 (2013.01); G06N 20/00 (2019.01); G06F 2221/033 (2013.01);
Abstract
A system and method for malware detection uses static and dynamic analysis to train a machine learning model. At the training step, static and dynamic features are extracted from training datasets and used to train a malware classification model. The malware classification model is used to classify unknown files based on verdicts from both static and dynamic models.