Malware classification of executable files by convolutional networks

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United States of America

PATENT NO 11256804
SERIAL NO

16184423

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Abstract

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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.

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Patent Owner(s)

  • AVAST SOFTWARE S.R.O.; USTAV INFORMATIKY AV CR, V.V.I.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Bálek, Martin Teplice, CZ 2 14
Kr{hacek, over (c)}ál Marek Prague, CZ 1 0
Vejmelka, Martin Prague, CZ 3 14
{hacek, over (S)}vec Ond{hacek over (r)}ej Velehrad, CZ 1 0

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