Anton Puzanov

Title: Anton Puzanov: Innovator in Cybersecurity and Machine Learning

Introduction

Anton Puzanov is a notable inventor based in Mitzpe Ramon, Israel. He has made significant contributions to the fields of cybersecurity and machine learning, holding a total of 3 patents. His work focuses on developing innovative techniques that enhance the security and efficiency of digital systems.

Latest Patents

One of Anton's latest patents is titled "Label recommendation for cybersecurity content." This patent describes techniques for the automated labeling of cybersecurity incidents. The methods include generating a set of labels based on the features of the received cybersecurity incident. Additionally, the techniques prioritize the set of labels to create a subset that is then associated with the incident.

Another significant patent is related to a "Machine learning model trained using features extracted from n-grams of mouse event data." This system involves a processor that receives mouse event data from a session. The processor splits the data into mouse event n-grams and extracts features from these n-grams. The extracted features are then sent to a trained machine learning model, which provides an output decision based on the analysis.

Career Highlights

Anton Puzanov is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to work on cutting-edge technologies that address pressing challenges in cybersecurity and machine learning.

Collaborations

Throughout his career, Anton has collaborated with talented individuals such as Eitan Menahem and Aviv Ron. These collaborations have contributed to the advancement of his innovative projects and patents.

Conclusion

Anton Puzanov is a distinguished inventor whose work in cybersecurity and machine learning has led to valuable patents that enhance digital security. His contributions continue to shape the future of technology in significant ways.