Alexander S Shevelev

Title: Innovations by Alexander S. Shevelev

Introduction

Alexander S. Shevelev is a prominent inventor based in Moscow, Russia. He has made significant contributions to the field of cybersecurity, particularly in the detection of malicious files. With a total of six patents to his name, Shevelev's work focuses on enhancing the security of computer systems through innovative detection methods.

Latest Patents

One of his latest patents is titled "Selecting a detection model for detection of a malicious file." This patent discloses methods and systems for selecting a detection model that identifies malicious files. The exemplary method involves monitoring a file during its execution within a computer system by intercepting commands and determining parameters of these commands. A behavior log is created based on the intercepted commands, which is then analyzed to form a feature vector that characterizes the behavioral data. This feature vector is used to select one or more detection models from a database, each equipped with decision-making rules to assess the degree of maliciousness of the executed file.

Another notable patent is the "System and method for training a detection model using machine learning." This patent outlines methods for detecting malicious files by selecting a file from a database for training a detection model. The process includes forming behavior patterns from intercepted commands during the file's execution and training the detection model using machine learning techniques. The model is initialized with hyper-parameters and is trained to calculate the degree of maliciousness of various files based on the established rules.

Career Highlights

Alexander S. Shevelev is currently employed at Kaspersky Lab, a leading cybersecurity company known for its innovative solutions in protecting users from cyber threats. His work at Kaspersky Lab has allowed him to develop advanced detection models that enhance the security of computer systems worldwide.

Collaborations

Shevelev has collaborated with notable colleagues, including Alexander S. Chistyakov and Alexey M. Romanenko. These collaborations have contributed to the development of cutting-edge technologies in the field of cybersecurity.

Conclusion

Alexander S. Shevelev's contributions to the field of cybersecurity through his innovative patents and work at Kaspersky Lab highlight his significant role in enhancing computer security. His dedication to developing effective detection methods for malicious files continues to impact the industry positively.