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. 22, 2024
Filed:
Dec. 27, 2021
Applicant:
Acronis International Gmbh, Schaffhausen, CH;
Inventors:
Sergey Ulasen, Singapore, RU;
Vladimir Strogov, Schaffhausen, SG;
Serguei Beloussov, Schaffhausen, SG;
Stanislav Protasov, Schaffhausen, SG;
Assignee:
Acronis International GmbH, Schaffhausen, CH;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06V 30/19 (2022.01);
U.S. Cl.
CPC ...
G06F 21/56 (2013.01); G06V 30/19147 (2022.01); G06V 30/19173 (2022.01);
Abstract
A system and method for malware classification using machine learning models trained using synthesized feature sets based on features extracted from samples of known malicious objects and known safe objects. The synthesized feature sets act as virtual samples for training a machine learning classifier to recognize new objects in the wild that are likely to be malicious.