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:
Feb. 22, 2022
Filed:
Nov. 08, 2018
Applicants:
Avast Software S.r.o., Prague, CZ;
Ústav Informatiky Av {hacek Over (C)}r, V.v.i., Prague, CZ;
Inventors:
Marek Kr{hacek over (c)}ál, Prague, CZ;
Martin Bálek, Teplice, CZ;
Ond{hacek over (r)}ej {hacek over (S)}vec, Velehrad, CZ;
Martin Vejmelka, Prague, CZ;
Assignees:
Avast Software s.r.o., Prague, CZ;
Ustav informatiky AV CR, v.v.i., Prague, CZ;
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/56 (2013.01); G06N 3/02 (2006.01); H04L 29/06 (2006.01); H04W 12/12 (2021.01); H04W 12/128 (2021.01);
U.S. Cl.
CPC ...
G06F 21/562 (2013.01); G06N 3/02 (2013.01); H04L 63/1425 (2013.01); H04W 12/12 (2013.01); H04W 12/128 (2021.01); G06F 2221/033 (2013.01);
Abstract
A convolutional deep neural network architecture can detect malicious executable files by reading the raw sequence of bytes, that is, without any domain-specific feature extraction or preprocessing.