Alexander V Liskin

Title: Innovations by Alexander V Liskin

Introduction

Alexander V Liskin is a prominent inventor based in Moscow, Russia. He has made significant contributions to the field of cybersecurity through his innovative patents. With a total of 10 patents to his name, Liskin has focused on developing systems and methods that enhance the detection of malicious files and activities.

Latest Patents

One of Liskin's latest patents is a system and method for training a machine learning model for the detection of malicious containers. This invention discloses systems and methods for training and retraining a model that identifies malicious activity from container files. These files contain multiple objects that represent logically separate data regions. The parameters of each object are determined from both safe and malicious containers, which uniquely characterize their functional relations. Convolutions are formed separately for each container based on these parameters, which are then used to train a machine learning model for detecting malicious container files.

Another notable patent is a system and method for detecting malicious files using a two-stage file classification. This invention outlines methods and systems for identifying malicious files through a two-stage classification process. The method involves selecting a set of attributes from the file under analysis, calculating a hash based on these attributes, and selecting a classifier from a set of classifiers based on the calculated hash. The file is then assigned to one or more categories based on the selected classifier, allowing for the determination of whether the file is malicious.

Career Highlights

Liskin 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 focus on developing advanced technologies that address the growing challenges in cybersecurity.

Collaborations

Some of Liskin's notable coworkers include Vladimir V Krylov and Anton M Ivanov. Their collaboration has contributed to the development of cutting-edge technologies in the field of cybersecurity.

Conclusion

Alexander V Liskin's contributions to the field of cybersecurity through his innovative patents demonstrate his commitment to enhancing the safety and security of digital environments. His work continues to influence the industry and pave the way for future advancements.