Vyacheslav I Shkulev

Title: Innovations by Vyacheslav I Shkulev

Introduction

Vyacheslav I Shkulev is a notable inventor based in Moscow, Russia. He has made significant contributions to the field of cyber-physical systems through his innovative patents. With a total of three patents to his name, Shkulev's work focuses on diagnostics and monitoring of anomalies in complex systems.

Latest Patents

One of his latest patents is titled "System and method for diagnostics and monitoring of anomalies of a cyber-physical system." This method involves obtaining information related to anomalies identified in a cyber-physical system (CPS). The information includes values of CPS variables, which are used to generate classifying features for the identified anomalies. The classification process sorts these anomalies into various classes, each associated with specific characteristics. Diagnostics are performed by calculating values of these characteristics, allowing for effective monitoring of anomalies.

Another significant patent is "System and method for detecting anomalies in cyber-physical system with determined characteristics." This invention utilizes a forecasting tool to gather CPS feature values during an input window and predict these values for a future forecast window. An anomaly identification tool assesses the total forecast error and identifies anomalies when the error exceeds a predetermined threshold. This method also pinpoints the source of the anomaly within the CPS.

Career Highlights

Vyacheslav I Shkulev is currently employed at Kaspersky Lab, a leading cybersecurity company. His work at Kaspersky Lab has allowed him to apply his innovative ideas in real-world applications, contributing to advancements in cybersecurity and system monitoring.

Collaborations

Shkulev has collaborated with notable colleagues, including Andrey B Lavrentyev and Artem M Vorontsov. These collaborations have fostered a creative environment that enhances the development of innovative solutions in their field.

Conclusion

Vyacheslav I Shkulev's contributions to the field of cyber-physical systems through his patents demonstrate his expertise and innovative spirit. His work continues to influence advancements in diagnostics and anomaly detection, showcasing the importance of innovation in technology.