METHOD FOR CLUSTERING SPAM EMAILS Russian patent published in 2022 - IPC G06Q10/10 

Abstract RU 2769633 C1

FIELD: computing technology.

SUBSTANCE: invention relates to the field of computing technology for clustering emails. The technical result is achieved by using a method consisting of: selecting characteristics from an email; determining, based on the characteristics, whether the email is spam; calculating the vector of features of the email; forming clusters of emails based on the similarity of the vectors of features.

EFFECT: increase in the accuracy, reduction in the level of calculation errors and, accordingly, reduction in the level of email clustering errors with a simultaneous reduction in the correlation between the neurons of the neural network of the trained classifier.

8 cl, 6 dwg

Similar patents RU2769633C1

Title Year Author Number
METHOD FOR GENERATING THE SIGNATURE OF AN UNWANTED ELECTRONIC MESSAGE 2021
  • Marchenko Aleksei Sergeevich
  • Utki-Otki Aleksei Evgenevich
  • Golubev Dmitrii Sergeevich
  • Slobodianiuk Iurii Gennadevich
RU2776924C1
METHOD FOR RECOGNIZING A MESSAGE AS SPAM THROUGH ANTI-SPAM QUARANTINE 2019
  • Benkovich Nikita Dmitrievich
  • Golubev Dmitrij Sergeevich
  • Dedenok Roman Andreevich
  • But Andrej Alekseevich
RU2750643C2
METHOD FOR DETERMINATION OF PHISHING ELECTRONIC MESSAGE 2020
  • Benkovich Nikita Dmitrievich
  • Kovalchuk Daniil Maksimovich
  • Golubev Dmitrij Sergeevich
  • Dedenok Roman Andreevich
  • Slobodyanyuk Yurij Gennadevich
RU2790330C2
SYSTEM AND METHOD OF CLASSIFYING ELECTRONIC MAIL 2024
  • Balandiuk-Opalinskaia Ianina Edvardovna
  • Kovtun Andrei Evgenevich
  • Shimko Irina Vladimirovna
RU2828611C1
METHOD OF CLASSIFYING EMAIL MESSAGES AND SYSTEM FOR IMPLEMENTING IT 2024
  • Balandiuk-Opalinskaia Ianina Edvardovna
  • Kovtun Andrei Evgenevich
  • Shimko Irina Vladimirovna
RU2828610C1
SYSTEM AND METHOD OF GENERATING HEURISTIC RULES FOR DETECTING MESSAGES CONTAINING SPAM 2019
  • Dedenok Roman Andreevich
  • Golubev Dmitrij Sergeevich
  • Salnikov Petr Aleksandrovich
RU2710739C1
METHOD OF DETECTING FRAUDULENT LETTER RELATING TO CATEGORY OF INTERNAL BEC ATTACKS 2021
  • Dedenok Roman Andreevich
  • Benkovich Nikita Dmitrievich
  • Golubev Dmitrii Sergeevich
  • Slobodianiuk Iurii Gennadevich
RU2766539C1
SYSTEM AND METHOD FOR DETERMINATION OF EVENT CLASSIFICATION RULE ON USER TERMINAL DEVICE 2020
  • Shvetsov Dmitrij Vladimirovich
  • Yazovskij Daniil Aleksandrovich
  • Vorobev Vitalij Sergeevich
RU2772404C2
AUTOMATIC DETERMINATION OF SET OF CATEGORIES FOR DOCUMENT CLASSIFICATION 2018
  • Nikita Orlov
  • Konstantin Anisimovich
RU2701995C2
METHOD FOR GENERATING SIGNATURE FOR SPAM DETECTION 2020
  • Golubev Dmitrij Sergeevich
  • Dedenok Roman Andreevich
  • But Andrej Alekseevich
RU2758358C2

RU 2 769 633 C1

Authors

Benkovich Nikita Dmitrievich

Savushkin Alan Sergeevich

Golubev Dmitrii Sergeevich

Dedenok Roman Andreevich

Slobodianiuk Iurii Gennadevich

Dates

2022-04-04Published

2021-03-15Filed