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:
Dec. 19, 2023
Filed:
Apr. 21, 2020
Bitdefender Ipr Management Ltd., Nicosia, CY;
Daniel Dichiu, Buchare, RO;
Andreea Dincu, Buchare, RO;
Robert M Botarleanu, Constanta, RO;
Sorina N. Zamfir, Buchare, RO;
Elena A Bosinceanu, Fetesti, RO;
Razvan Prejbeanu, Buchare, RO;
Bitdefender IPR Management Ltd., Nicosia, CY;
Abstract
In some embodiments, a behavior classifier comprises a set of neural networks trained to determine whether a monitored software entity is malicious according to a sequence of computing events caused by the execution of the respective entity. When the behavior classifier indicates that the entity is malicious, some embodiments execute a memory classifier comprising another set of neural networks trained to determine whether the monitored entity is malicious according to a memory snapshot of the monitored entity. Applying the classifiers in sequence may substantially reduce the false positive detection rate, while reducing computational costs.