METHOD FOR GENERATING THE SIGNATURE OF AN UNWANTED ELECTRONIC MESSAGE Russian patent published in 2022 - IPC G06F21/55 

Abstract RU 2776924 C1

FIELD: information security.

SUBSTANCE: method for generating the signature of an unwanted electronic message includes the stages of: determining the attributes of at least two consecutively intercepted electronic messages; classifying the first electronic message as unwanted using a trained model for classifying electronic messages; determining that the first and second electronic messages belong to the same cluster of electronic messages, based on certain attributes; generating the signature of the unwanted electronic message based on the determined cluster of electronic messages.

EFFECT: ensured high detection rate and reduced probability of type I and II errors occurring when detecting unwanted electronic messages due to the generation of the signature of an unwanted electronic message using machine learning methods.

7 cl, 4 dwg

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RU 2 776 924 C1

Authors

Marchenko Aleksei Sergeevich

Utki-Otki Aleksei Evgenevich

Golubev Dmitrii Sergeevich

Slobodianiuk Iurii Gennadevich

Dates

2022-07-28Published

2021-03-15Filed