Patents by Inventor Daniil M. Kovalchuk

Daniil M. Kovalchuk has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20230171287
    Abstract: Disclosed herein are systems and methods for identifying a phishing email message. In one aspect, an exemplary method comprises, identifying an email message as a suspicious email message by applying a first machine learning model, identifying the suspicious email message as a phishing message by applying a second machine learning model, and taking an action to provide information security against the identified phishing message. In one aspect, the first machine learning model is pre-trained on first attributes comprising values of Message_ID header, X-mail headers, or sequences of values of headers. In one aspect, the second machine learning model is pre-trained on second attributes comprising attributes related to at least one of: reputation of links, categories of email messages, flag indicating domains of blocked or known senders, a degree of similarity of the domain with those of known senders, flags indicating HTML code or script in the body of the email.
    Type: Application
    Filed: November 29, 2021
    Publication date: June 1, 2023
    Inventors: Yury G Slobodyanuk, Roman A. Dedenok, Dmitry S. Golubev, Nikita D. Benkovich, Daniil M. Kovalchuk